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|---|---|---|---|---|
What funding or scholarships are available to SUTD students participating in global exposure programs like summer research programmes?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What funding or scholarships are available to SUTD students participating in global exposure programs like summer research programmes?"
Context:
--- START OF CONTEXT ---
[{'title': 'Scholarships and Awards - Singapore - SUTD', 'url': 'https://www.sutd.edu.sg/campus-life/global-experience-and-exchange/scholarships-and-awards', 'content': 'These exchange scholarships and awards will help eligible students participating in the various exchange programmes to fund your overseas exposure.', 'score': 0.694241}, {'title': 'SUTD Global Excellence Scholarship/Award', 'url': 'https://scholarshipguide.com.sg/scholarship/sutd-global-excellence-scholarshipaward', 'content': 'The SUTD Global Excellence Scholarship is one of our most prestigious scholarships to celebrate talented students who achieved excellence across multiple', 'score': 0.6625569}, {'title': 'Singapore University of Technology and Design Scholarship 2025 ...', 'url': 'https://opportunityportal.info/singapore-university-of-technology-and-design-scholarship/', 'content': 'Also Check: Chang Gung University Scholarship in Taiwan 2025 (Fully Funded)\n\nAvailable Fields\n\nScholarship Benefits\n\nThere are many scholarship opportunities offered by the SUTD University of Singapore. The list of scholarship programs is presented below.\n\nSUTD President Graduate Scholarship:\n\nSUTD scholarship\n\nOpen to all nationalities\n\nFull tuition fees\n\nMonthly stipend of:\n\nS $ 2,700, increased to $ 3,200 after passing the qualifying exam (Singapore citizens) [...] A wide range of range academic disciplines are available under SUTD Singapore Scholarships for Bachelor,\xa0Master,\xa0and\xa0Ph.D. Students all around the world with any nationality is eligible for the Singapore University of Technology scholarship.\n\nThe duration of a bachelor’s Singapore scholarship is 4 years, the master’s scholarship is 2 years and the doctoral scholarship in Singapore will be 4 years. Please Read the Full Details below.\n\nSingapore University of Technology Scholarship [...] S $ 2,200, increased to $ 2,700 after passing the qualifying exam (permanent residents of Singapore)\n\nS $ 2,000, increased to $ 2,500 after passing the qualifying exam (international students)\n\nSee the details of the two suitcases above (here)\n\nAlso Check: DAAD Scholarship in Germany 2025 (Fully Funded)\n\nMore Scholarships from the Singapore University of Technology:\n\nHow to apply', 'score': 0.5697814}]
--- END OF CONTEXT ---
Response:
|
SUTD offers scholarships and awards to eligible students participating in global exposure programs to help fund their overseas experience. The SUTD Global Excellence Scholarship is a prestigious award for talented students. There are also other scholarship opportunities available for Bachelor's, Master's, and Ph.D. students.
|
[
{
"title": "Scholarships and Awards - Singapore - SUTD",
"url": "https://www.sutd.edu.sg/campus-life/global-experience-and-exchange/scholarships-and-awards",
"content": "These exchange scholarships and awards will help eligible students participating in the various exchange programmes to fund your overseas exposure.",
"score": 0.694241
},
{
"title": "SUTD Global Excellence Scholarship/Award",
"url": "https://scholarshipguide.com.sg/scholarship/sutd-global-excellence-scholarshipaward",
"content": "The SUTD Global Excellence Scholarship is one of our most prestigious scholarships to celebrate talented students who achieved excellence across multiple",
"score": 0.6625569
},
{
"title": "Singapore University of Technology and Design Scholarship 2025 ...",
"url": "https://opportunityportal.info/singapore-university-of-technology-and-design-scholarship/",
"content": "Also Check: Chang Gung University Scholarship in Taiwan 2025 (Fully Funded)\n\nAvailable Fields\n\nScholarship Benefits\n\nThere are many scholarship opportunities offered by the SUTD University of Singapore. The list of scholarship programs is presented below.\n\nSUTD President Graduate Scholarship:\n\nSUTD scholarship\n\nOpen to all nationalities\n\nFull tuition fees\n\nMonthly stipend of:\n\nS $ 2,700, increased to $ 3,200 after passing the qualifying exam (Singapore citizens) [...] A wide range of range academic disciplines are available under SUTD Singapore Scholarships for Bachelor, Master, and Ph.D. Students all around the world with any nationality is eligible for the Singapore University of Technology scholarship.\n\nThe duration of a bachelor’s Singapore scholarship is 4 years, the master’s scholarship is 2 years and the doctoral scholarship in Singapore will be 4 years. Please Read the Full Details below.\n\nSingapore University of Technology Scholarship [...] S $ 2,200, increased to $ 2,700 after passing the qualifying exam (permanent residents of Singapore)\n\nS $ 2,000, increased to $ 2,500 after passing the qualifying exam (international students)\n\nSee the details of the two suitcases above (here)\n\nAlso Check: DAAD Scholarship in Germany 2025 (Fully Funded)\n\nMore Scholarships from the Singapore University of Technology:\n\nHow to apply",
"score": 0.5697814
}
] | 0.85
|
Are there any interdisciplinary Architecture and Sustainable Design (ASD) offered at SUTD that encourage collaboration between different pillars?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Are there any interdisciplinary Architecture and Sustainable Design (ASD) offered at SUTD that encourage collaboration between different pillars?"
Context:
--- START OF CONTEXT ---
[{'title': 'Collaboration 101 | MIT News | Massachusetts Institute of Technology', 'url': 'https://news.mit.edu/2015/sutd-collaboration-macvicar-day-0331', 'content': 'The curriculum is highly interdisciplinary, hands-on, and project-based; Brisson estimated that students complete 20 projects before graduation. Design, as a discipline, provides the core framework upon which the educational and research program is built. For example, instead of majors, SUTD has four interdisciplinary “pillars”: Architecture and Sustainable Design (ASD); Engineering Product Development (EPD); Engineering Systems and Design (ESD); and Information Systems Technology and Design [...] Sass, who spent six months in Singapore and developed several courses for the ASD curriculum, said, “What I really got from SUTD is relationships — it’s an environment where you can get to know people and ‘date’ other faculty that you’d never have a chance to ‘date’ [here at MIT.] In Signapore, Sass connected with a SUTD professor with very similar research interests. Although they only overlapped for three days before the professor left for a mentoring program at MIT, that interaction led to a [...] Because SUTD courses are inherently interdisciplinary, these interactions are not limited to faculty within the same field. Fernandez teamed up with Sang-Gook Kim, a professor of mechanical engineering, and Edward Greitzer, a professor of aeronautics and astronautics, to develop an Introduction to Design class for ASR. “These three professors from there different disciplines, maybe we have spent the most time together of any professors in those three disciplines here at MIT, in one room,', 'score': 0.8849276}, {'title': 'Introducing SUTD Architecture and Sustainable Design (ASD) Pillar', 'url': 'https://www.youtube.com/watch?v=gcdCNdsybts', 'content': 'Missing: interdisciplinary collaboration', 'score': 0.7872945}, {'title': '[PDF] A Case Study of Singapore University of Technology and Design ...', 'url': 'https://advances.asee.org/wp-content/uploads/vol09/Issue3/Papers/AEE-Innovative-Pey.pdf', 'content': 'interdisciplinary in nature. For example, the Freshmore module “Computational Thinking for Design” combines “Computational Thinking” and “Architectural Design” and is taught by both ISTD and ASD faculty in teaching teams. During their course of study, all SUTD students must select electives from other pillars allowing them to have breadth, which aids their own self-directed interdisciplinary learning. In addition, SUTD undergraduate students engage in more than 20 design projects that range [...] • Engineering Systems Design (ESD) Pillar • Information Systems Technology and Design (ISTD) Pillar • Architecture and Sustainable Design (ASD) Pillar FALL 2021 3 ADVANCES IN ENGINEERING EDUCATION Transforming Engineering Education: A Case Study of Singapore University of Technology and Design (SUTD) • Science Math and Technology (SMT) Cluster • Humanities, Arts and Social Sciences (HASS) Cluster The “clusters” focus primarily on the first-year curriculum and common subjects in the upper years [...] from disciplinary to multi/inter disciplinary. The Capstone projects in the final year require students to specifically team up with students from mixed pillars, further making the teaching and learning to be interdisciplinary (Capstone Design Showcase 2020).', 'score': 0.76951396}]
--- END OF CONTEXT ---
Response:
|
Yes, SUTD's curriculum is highly interdisciplinary, and the Architecture and Sustainable Design (ASD) pillar is no exception. SUTD emphasizes collaboration across pillars, with students engaging in numerous design projects throughout their course of study. For example, the Freshmore module “Computational Thinking for Design” combines “Computational Thinking” and “Architectural Design” and is taught by both ISTD and ASD faculty. Furthermore, final year Capstone projects require students to team up with students from mixed pillars, fostering interdisciplinary collaboration.
|
[
{
"title": "Collaboration 101 | MIT News | Massachusetts Institute of Technology",
"url": "https://news.mit.edu/2015/sutd-collaboration-macvicar-day-0331",
"content": "The curriculum is highly interdisciplinary, hands-on, and project-based; Brisson estimated that students complete 20 projects before graduation. Design, as a discipline, provides the core framework upon which the educational and research program is built. For example, instead of majors, SUTD has four interdisciplinary “pillars”: Architecture and Sustainable Design (ASD); Engineering Product Development (EPD); Engineering Systems and Design (ESD); and Information Systems Technology and Design [...] Sass, who spent six months in Singapore and developed several courses for the ASD curriculum, said, “What I really got from SUTD is relationships — it’s an environment where you can get to know people and ‘date’ other faculty that you’d never have a chance to ‘date’ [here at MIT.] In Signapore, Sass connected with a SUTD professor with very similar research interests. Although they only overlapped for three days before the professor left for a mentoring program at MIT, that interaction led to a [...] Because SUTD courses are inherently interdisciplinary, these interactions are not limited to faculty within the same field. Fernandez teamed up with Sang-Gook Kim, a professor of mechanical engineering, and Edward Greitzer, a professor of aeronautics and astronautics, to develop an Introduction to Design class for ASR. “These three professors from there different disciplines, maybe we have spent the most time together of any professors in those three disciplines here at MIT, in one room,",
"score": 0.8849276
},
{
"title": "Introducing SUTD Architecture and Sustainable Design (ASD) Pillar",
"url": "https://www.youtube.com/watch?v=gcdCNdsybts",
"content": "Missing: interdisciplinary collaboration",
"score": 0.7872945
},
{
"title": "[PDF] A Case Study of Singapore University of Technology and Design ...",
"url": "https://advances.asee.org/wp-content/uploads/vol09/Issue3/Papers/AEE-Innovative-Pey.pdf",
"content": "interdisciplinary in nature. For example, the Freshmore module “Computational Thinking for Design” combines “Computational Thinking” and “Architectural Design” and is taught by both ISTD and ASD faculty in teaching teams. During their course of study, all SUTD students must select electives from other pillars allowing them to have breadth, which aids their own self-directed interdisciplinary learning. In addition, SUTD undergraduate students engage in more than 20 design projects that range [...] • Engineering Systems Design (ESD) Pillar • Information Systems Technology and Design (ISTD) Pillar • Architecture and Sustainable Design (ASD) Pillar FALL 2021 3 ADVANCES IN ENGINEERING EDUCATION Transforming Engineering Education: A Case Study of Singapore University of Technology and Design (SUTD) • Science Math and Technology (SMT) Cluster • Humanities, Arts and Social Sciences (HASS) Cluster The “clusters” focus primarily on the first-year curriculum and common subjects in the upper years [...] from disciplinary to multi/inter disciplinary. The Capstone projects in the final year require students to specifically team up with students from mixed pillars, further making the teaching and learning to be interdisciplinary (Capstone Design Showcase 2020).",
"score": 0.76951396
}
] | 0.9
|
How accessible is the SUTD campus via Train?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "How accessible is the SUTD campus via Train?"
Context:
--- START OF CONTEXT ---
[{'title': 'Singapore University of Technology and Design (SUTD) Guide', 'url': 'https://flyingchalks.com/university/233/singapore-university-of-technology-and-design-sutd', 'content': '... accessible via the East West line. Accessibility. SUTD is located in the East and is easily accessible by the MRT (alight at Expo MRT) or buses that go to SUTD', 'score': 0.84183896}, {'title': '[PDF] SUTD, Singapore University of Technology and Design Venue', 'url': 'https://aisummerschool2019.aisingapore.org/images/locations/sutd_map.pdf', 'content': 'By Train/MRT. Alight at Upper Changi MRT Station (DT34) and take Exit B – our campus will be on your left when you exit the station. Alight at', 'score': 0.8091708}, {'title': 'Getting to SUTD - Singapore Kendo Club', 'url': 'https://singaporekendo.org/news/getting-to-SUTD', 'content': 'Getting to SUTD\n\nSUTD Sports Complex\n\nBy Train\n\nAlight at Upper Changi MRT DT34 and take Exit B - the campus will be on your left when you exit the station.\n\n\n\nBy Bus\n\nService No. 20Alight at one of the bus stops along Somapah Road and walk in.\n\nBus Stop No. 96449: SUTD\n\nBus Stop No. 96441: Opposite SUTD\n\nService No. 2, 5, 24Alight at one of the bus stops along Upper Changi Road East and walk in.\n\nBus Stop No. 96041: Upper Changi Road East, Before Tropicana Condo [...] Bus Stop No. 96049: Upper Changi Road East, Opposite Tropicana Condo\n\nService No. 47, 118 Alight at Changi Business Park Bus Terminal and walk in.\n\n\n\nBy Car (Updated on 24 Sep 2020)\n\nFrom ECP\n\nTake Exit 2B on ECP (Xilin Ave towards Tampines)\n\nTurn right to Changi South Ave 1\n\nTurn left into the Campus carpark (after the sports complex)\n\nFrom PIE\n\nTake Exit 4A on PIE (Simei Ave)\n\nTurn left to Upper Changi Road East\n\nTurn right to Somapah Road\n\nTurn left to Changi South Ave 1', 'score': 0.7795405}]
--- END OF CONTEXT ---
Response:
|
SUTD is easily accessible by train. You can alight at either Expo MRT on the East-West line or Upper Changi MRT (DT34) on the Downtown Line. If you alight at Upper Changi MRT, take Exit B, and the campus will be on your left.
|
[
{
"title": "Singapore University of Technology and Design (SUTD) Guide",
"url": "https://flyingchalks.com/university/233/singapore-university-of-technology-and-design-sutd",
"content": "... accessible via the East West line. Accessibility. SUTD is located in the East and is easily accessible by the MRT (alight at Expo MRT) or buses that go to SUTD",
"score": 0.84183896
},
{
"title": "[PDF] SUTD, Singapore University of Technology and Design Venue",
"url": "https://aisummerschool2019.aisingapore.org/images/locations/sutd_map.pdf",
"content": "By Train/MRT. Alight at Upper Changi MRT Station (DT34) and take Exit B – our campus will be on your left when you exit the station. Alight at",
"score": 0.8091708
},
{
"title": "Getting to SUTD - Singapore Kendo Club",
"url": "https://singaporekendo.org/news/getting-to-SUTD",
"content": "Getting to SUTD\n\nSUTD Sports Complex\n\nBy Train\n\nAlight at Upper Changi MRT DT34 and take Exit B - the campus will be on your left when you exit the station.\n\n\n\nBy Bus\n\nService No. 20Alight at one of the bus stops along Somapah Road and walk in.\n\nBus Stop No. 96449: SUTD\n\nBus Stop No. 96441: Opposite SUTD\n\nService No. 2, 5, 24Alight at one of the bus stops along Upper Changi Road East and walk in.\n\nBus Stop No. 96041: Upper Changi Road East, Before Tropicana Condo [...] Bus Stop No. 96049: Upper Changi Road East, Opposite Tropicana Condo\n\nService No. 47, 118 Alight at Changi Business Park Bus Terminal and walk in.\n\n\n\nBy Car (Updated on 24 Sep 2020)\n\nFrom ECP\n\nTake Exit 2B on ECP (Xilin Ave towards Tampines)\n\nTurn right to Changi South Ave 1\n\nTurn left into the Campus carpark (after the sports complex)\n\nFrom PIE\n\nTake Exit 4A on PIE (Simei Ave)\n\nTurn left to Upper Changi Road East\n\nTurn right to Somapah Road\n\nTurn left to Changi South Ave 1",
"score": 0.7795405
}
] | 0.95
|
Which companies does SUTD have strong industry partnerships with, particularly in the field of air traffic management?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Which companies does SUTD have strong industry partnerships with, particularly in the field of air traffic management?"
Context:
--- START OF CONTEXT ---
[{'title': 'SUTD and Thales sign MOU to develop smart aviation technologies', 'url': 'https://aerospaceglobalnews.com/news/sutd-and-thales-sign-mou-to-develop-smart-aviation-technologies/', 'content': 'Lim King Boon, General Manager of Partnership, Innovation and Enterprise at SUTD said: “Thales, with its strong commitment to research and technology, is a valued industry partner for SUTD. We are pleased to see that our collaborations with Thales have blossomed over the years and this partnership will strongly benefit our students and faculty, keeping them constantly abreast with the latest industry developments. With this new round of research projects jointly identified under the MOU, we [...] sectors including defence and security, aerospace, air traffic management and smart cities. [...] will further advance our research partnership. Together with Thales, SUTD hopes to co-design and co-develop novel solutions in the aviation sector that can eventually benefit Singapore and the world.”', 'score': 0.8914433}, {'title': 'SUTD and Thales collaborate to accelerate the development of ...', 'url': 'https://www.thalesgroup.com/en/singapore/press-release/sutd-and-thales-collaborate-accelerate-development-smart-aviation', 'content': '“Thales, with its strong commitment to research and technology, is a valued industry partner for SUTD. We are pleased to see that our collaborations with Thales have blossomed over the years and this partnership will strongly benefit our students and faculty, keeping them constantly abreast with the latest industry developments. With this new round of research projects jointly identified under the MOU, we will further advance our research partnership. Together with Thales, SUTD hopes to [...] As industry needs evolve in the wake of rapid digitalisation, this partnership is reflective of Thales’ strong commitment to research and technology. Over the years, Thales has demonstrated this commitment through engagements with customers and partners in user-centered innovation, co-designing, prototyping and testing of new concepts across various sectors including defence and security, aerospace, air traffic management and smart cities. [...] co-design and co-develop novel solutions in the aviation sector that can eventually benefit Singapore and the world.” Mr Lim King Boon, General Manager of Partnership, Innovation and Enterprise, SUTD', 'score': 0.8399576}, {'title': "SUTD Students Partner Top Firms Including L'Oreal, DB Schenker ...", 'url': 'https://www.sutd.edu.sg/media-releases-listing/sutd-students-partner-top-firms-including-loreal-db-schenker-changi-airport-group-in-first-inspirecon-showcase/', 'content': 'Missing: strong traffic management?', 'score': 0.8173562}]
--- END OF CONTEXT ---
Response:
|
SUTD has a strong industry partnership with Thales, particularly in the field of air traffic management. They collaborate on research projects to develop novel solutions in the aviation sector.
|
[
{
"title": "SUTD and Thales sign MOU to develop smart aviation technologies",
"url": "https://aerospaceglobalnews.com/news/sutd-and-thales-sign-mou-to-develop-smart-aviation-technologies/",
"content": "Lim King Boon, General Manager of Partnership, Innovation and Enterprise at SUTD said: “Thales, with its strong commitment to research and technology, is a valued industry partner for SUTD. We are pleased to see that our collaborations with Thales have blossomed over the years and this partnership will strongly benefit our students and faculty, keeping them constantly abreast with the latest industry developments. With this new round of research projects jointly identified under the MOU, we [...] sectors including defence and security, aerospace, air traffic management and smart cities. [...] will further advance our research partnership. Together with Thales, SUTD hopes to co-design and co-develop novel solutions in the aviation sector that can eventually benefit Singapore and the world.”",
"score": 0.8914433
},
{
"title": "SUTD and Thales collaborate to accelerate the development of ...",
"url": "https://www.thalesgroup.com/en/singapore/press-release/sutd-and-thales-collaborate-accelerate-development-smart-aviation",
"content": "“Thales, with its strong commitment to research and technology, is a valued industry partner for SUTD. We are pleased to see that our collaborations with Thales have blossomed over the years and this partnership will strongly benefit our students and faculty, keeping them constantly abreast with the latest industry developments. With this new round of research projects jointly identified under the MOU, we will further advance our research partnership. Together with Thales, SUTD hopes to [...] As industry needs evolve in the wake of rapid digitalisation, this partnership is reflective of Thales’ strong commitment to research and technology. Over the years, Thales has demonstrated this commitment through engagements with customers and partners in user-centered innovation, co-designing, prototyping and testing of new concepts across various sectors including defence and security, aerospace, air traffic management and smart cities. [...] co-design and co-develop novel solutions in the aviation sector that can eventually benefit Singapore and the world.” Mr Lim King Boon, General Manager of Partnership, Innovation and Enterprise, SUTD",
"score": 0.8399576
},
{
"title": "SUTD Students Partner Top Firms Including L'Oreal, DB Schenker ...",
"url": "https://www.sutd.edu.sg/media-releases-listing/sutd-students-partner-top-firms-including-loreal-db-schenker-changi-airport-group-in-first-inspirecon-showcase/",
"content": "Missing: strong traffic management?",
"score": 0.8173562
}
] | 0.95
|
Does SUTD offer internship programs specifically tailored for students in the Bachelor of Engineering program?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Does SUTD offer internship programs specifically tailored for students in the Bachelor of Engineering program?"
Context:
--- START OF CONTEXT ---
[{'title': '[PDF] SUTD CAREER GUIDE 2024 - Singapore', 'url': 'https://www.sutd.edu.sg/wp-content/uploads/2024/11/SUTD-Career-Guide-2024.pdf', 'content': 'Every. DSO Internship is specifically designed for the individual, tailored to your skills ... DEGREE: Bachelor of Engineering (Engineering Systems and', 'score': 0.87605256}, {'title': 'Engineering Systems and Design (ESD) For industry partners - SUTD', 'url': 'https://www.sutd.edu.sg/esd/about/for-industry-partners/', 'content': 'Participate In Internships. We welcome companies to offer undergraduate internships for our students. The 16-week internship programme takes place each year', 'score': 0.8131201}, {'title': 'Internships - Singapore University of Technology and Design (SUTD)', 'url': 'https://www.sutd.edu.sg/campus-life/career-development/student/internships/', 'content': 'Missing: specifically tailored', 'score': 0.7781275}]
--- END OF CONTEXT ---
Response:
|
Yes, SUTD offers internship programs. The SUTD Career Guide 2024 mentions that DSO internships are specifically designed for the individual and tailored to your skills. Additionally, the Engineering Systems and Design (ESD) program welcomes companies to offer undergraduate internships, with a 16-week internship program taking place each year.
|
[
{
"title": "[PDF] SUTD CAREER GUIDE 2024 - Singapore",
"url": "https://www.sutd.edu.sg/wp-content/uploads/2024/11/SUTD-Career-Guide-2024.pdf",
"content": "Every. DSO Internship is specifically designed for the individual, tailored to your skills ... DEGREE: Bachelor of Engineering (Engineering Systems and",
"score": 0.87605256
},
{
"title": "Engineering Systems and Design (ESD) For industry partners - SUTD",
"url": "https://www.sutd.edu.sg/esd/about/for-industry-partners/",
"content": "Participate In Internships. We welcome companies to offer undergraduate internships for our students. The 16-week internship programme takes place each year",
"score": 0.8131201
},
{
"title": "Internships - Singapore University of Technology and Design (SUTD)",
"url": "https://www.sutd.edu.sg/campus-life/career-development/student/internships/",
"content": "Missing: specifically tailored",
"score": 0.7781275
}
] | 0.9
|
Does SUTD offer internship programs specifically tailored for students in the undergraduate program?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Does SUTD offer internship programs specifically tailored for students in the undergraduate program?"
Context:
--- START OF CONTEXT ---
[{'title': 'Engineering Systems and Design (ESD) For industry partners - SUTD', 'url': 'https://www.sutd.edu.sg/esd/about/for-industry-partners/', 'content': 'We welcome companies to offer undergraduate internships for our students. The 16-week internship programme takes place each year in two separate terms: (a)', 'score': 0.8306082}, {'title': 'Singapore University of Technology and Design - EDB Nav', 'url': 'https://invest.edb.gov.sg/explore-business-opportunities/sutd', 'content': 'SUTD offers three cycles of internship for undergraduates: May to Sep (16 weeks). Sep to Dec (16 weeks). Jan to Jun (24 weeks) ... Who is this suitable for?', 'score': 0.82492816}, {'title': 'Internships - Singapore University of Technology and Design (SUTD)', 'url': 'https://www.sutd.edu.sg/campus-life/career-development/student/internships/', 'content': 'Missing: specifically tailored', 'score': 0.81097376}]
--- END OF CONTEXT ---
Response:
|
Yes, SUTD offers undergraduate internship programs. There are typically three cycles: May to September (16 weeks), September to December (16 weeks), and January to June (24 weeks). Companies are welcome to offer internships to SUTD undergraduates.
|
[
{
"title": "Engineering Systems and Design (ESD) For industry partners - SUTD",
"url": "https://www.sutd.edu.sg/esd/about/for-industry-partners/",
"content": "We welcome companies to offer undergraduate internships for our students. The 16-week internship programme takes place each year in two separate terms: (a)",
"score": 0.8306082
},
{
"title": "Singapore University of Technology and Design - EDB Nav",
"url": "https://invest.edb.gov.sg/explore-business-opportunities/sutd",
"content": "SUTD offers three cycles of internship for undergraduates: May to Sep (16 weeks). Sep to Dec (16 weeks). Jan to Jun (24 weeks) ... Who is this suitable for?",
"score": 0.82492816
},
{
"title": "Internships - Singapore University of Technology and Design (SUTD)",
"url": "https://www.sutd.edu.sg/campus-life/career-development/student/internships/",
"content": "Missing: specifically tailored",
"score": 0.81097376
}
] | 0.95
|
What kind of hands-on learning opportunities are available to students in the Science, Technology, Engineering and Mathematics (STEM) program at SUTD?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What kind of hands-on learning opportunities are available to students in the Science, Technology, Engineering and Mathematics (STEM) program at SUTD?"
Context:
--- START OF CONTEXT ---
[{'title': 'Singapore University of Technology and Design (SUTD) - MOE', 'url': 'https://www.moe.gov.sg/post-secondary/overview/autonomous-universities/sutd', 'content': "Grounded in Science, Technology, Engineering and Mathematics (STEM), SUTD's hands-on curriculum includes exposure to the liberal arts, humanities and social sciences with the purpose of training critical thinkers, and incorporates elements of entrepreneurship, management and design thinking. The first 3 semesters are taught in a distinctive “cohort-based classroom” format, where students study foundational subjects and learn collaboratively in small group cohorts of about 50 students. [...] SUTD is a specialised research-intensive university, with a multi-disciplinary human-centric and design-focused curriculum. SUTD offers unique degree programmes in fields such as architecture and engineering, as well as the world’s first design and artificial intelligence programme. These programmes equip students with the skills needed to create products, systems and services that can address complex real-world challenges confronting the world today.", 'score': 0.9274752}, {'title': '[PDF] A Case Study of Singapore University of Technology and Design ...', 'url': 'https://advances.asee.org/wp-content/uploads/vol09/Issue3/Papers/AEE-Innovative-Pey.pdf', 'content': 'project-based learning teaching methods. Undergraduate students are given multiple opportunities to work on authentic and hands-on problems in the form of design projects, industry internships, and research/learning engagements throughout the course of study. SUTD students are reputed for their adaptability and intrinsic motivation (Graham, 2018), and multiple indicators suggest that they are sought by employers. The global recognition as an emerging leader further supports SUTD’s educational [...] Entrepreneurship and other learning opportunities At SUTD, we believe in the holistic education and provide varied opportunities for students to excel beyond the curriculum. For instance, one fifth of the curriculum is dedicated to HASS subjects. Every academic year includes an Independent Activity Period (in January) and weekly, two after-noons (Wednesday and Friday) are dedicated to student led activities such as the Undergraduate Practice Opportunity Program (UPOP), Undergraduate Teaching [...] learning (Kolmos, Fink & Krogh, 2004), SUTD does not limit itself to any specific active learning teaching methods. Faculty are encouraged to use relevant and appropri-ate teaching methods that allow for active and peer-to-peer learning, and so SUTD’s teaching methods across modules can be varied. Some examples of teaching methods used at SUTD for active learning include flipped learning (Rai, 2020), game-based learning (Kurniawan et.al., 2019), crowd-sourcing as pedagogical tool (Song et.al.,', 'score': 0.7434107}, {'title': 'Singapore University of Technology and Design (SUTD) Education', 'url': 'https://www.sutd.edu.sg/education/', 'content': 'Go beyond traditional learning here at SUTD, where we emphasise hands-on, experiential learning that centres AI within an interdisciplinary, human-centric', 'score': 0.6334335}]
--- END OF CONTEXT ---
Response:
|
SUTD's STEM program emphasizes hands-on learning through design projects, industry internships, and research opportunities. The curriculum incorporates elements of entrepreneurship, management, and design thinking, with the first three semesters taught in a cohort-based classroom format to encourage collaborative learning. SUTD also provides opportunities for students to excel beyond the curriculum with varied activities.
|
[
{
"title": "Singapore University of Technology and Design (SUTD) - MOE",
"url": "https://www.moe.gov.sg/post-secondary/overview/autonomous-universities/sutd",
"content": "Grounded in Science, Technology, Engineering and Mathematics (STEM), SUTD's hands-on curriculum includes exposure to the liberal arts, humanities and social sciences with the purpose of training critical thinkers, and incorporates elements of entrepreneurship, management and design thinking. The first 3 semesters are taught in a distinctive “cohort-based classroom” format, where students study foundational subjects and learn collaboratively in small group cohorts of about 50 students. [...] SUTD is a specialised research-intensive university, with a multi-disciplinary human-centric and design-focused curriculum. SUTD offers unique degree programmes in fields such as architecture and engineering, as well as the world’s first design and artificial intelligence programme. These programmes equip students with the skills needed to create products, systems and services that can address complex real-world challenges confronting the world today.",
"score": 0.9274752
},
{
"title": "[PDF] A Case Study of Singapore University of Technology and Design ...",
"url": "https://advances.asee.org/wp-content/uploads/vol09/Issue3/Papers/AEE-Innovative-Pey.pdf",
"content": "project-based learning teaching methods. Undergraduate students are given multiple opportunities to work on authentic and hands-on problems in the form of design projects, industry internships, and research/learning engagements throughout the course of study. SUTD students are reputed for their adaptability and intrinsic motivation (Graham, 2018), and multiple indicators suggest that they are sought by employers. The global recognition as an emerging leader further supports SUTD’s educational [...] Entrepreneurship and other learning opportunities At SUTD, we believe in the holistic education and provide varied opportunities for students to excel beyond the curriculum. For instance, one fifth of the curriculum is dedicated to HASS subjects. Every academic year includes an Independent Activity Period (in January) and weekly, two after-noons (Wednesday and Friday) are dedicated to student led activities such as the Undergraduate Practice Opportunity Program (UPOP), Undergraduate Teaching [...] learning (Kolmos, Fink & Krogh, 2004), SUTD does not limit itself to any specific active learning teaching methods. Faculty are encouraged to use relevant and appropri-ate teaching methods that allow for active and peer-to-peer learning, and so SUTD’s teaching methods across modules can be varied. Some examples of teaching methods used at SUTD for active learning include flipped learning (Rai, 2020), game-based learning (Kurniawan et.al., 2019), crowd-sourcing as pedagogical tool (Song et.al.,",
"score": 0.7434107
},
{
"title": "Singapore University of Technology and Design (SUTD) Education",
"url": "https://www.sutd.edu.sg/education/",
"content": "Go beyond traditional learning here at SUTD, where we emphasise hands-on, experiential learning that centres AI within an interdisciplinary, human-centric",
"score": 0.6334335
}
] | 0.95
|
What kind of technology-enhanced learning resources or Sports and recreation centre does SUTD provide to support student learning?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What kind of technology-enhanced learning resources or Sports and recreation centre does SUTD provide to support student learning?"
Context:
--- START OF CONTEXT ---
[{'title': 'Educational technology - Singapore University of ... - SUTD', 'url': 'https://www.sutd.edu.sg/innovation/educational-technology/', 'content': 'The Educational Technology Team at SUTD supports faculty members and students in blended learning and classroom technologies such as eDimension (Learning', 'score': 0.61972505}, {'title': 'Sports and Recreation Centre - Singapore University of Technology ...', 'url': 'https://www.sutd.edu.sg/campus-life/sports-and-recreation-centre/', 'content': 'A wide range of sporting and recreational facilities to cater to the different interests and needs of its students and staff.', 'score': 0.44840267}, {'title': 'Towards the future of education: cyber-physical learning', 'url': 'https://link.springer.com/article/10.1007/s44217-025-00474-x', 'content': 'Missing: Sports recreation centre', 'score': 0.4400126}]
--- END OF CONTEXT ---
Response:
|
SUTD's Educational Technology Team supports blended learning and classroom technologies such as eDimension. The university also offers a wide range of sporting and recreational facilities to cater to the different interests and needs of students and staff.
|
[
{
"title": "Educational technology - Singapore University of ... - SUTD",
"url": "https://www.sutd.edu.sg/innovation/educational-technology/",
"content": "The Educational Technology Team at SUTD supports faculty members and students in blended learning and classroom technologies such as eDimension (Learning",
"score": 0.61972505
},
{
"title": "Sports and Recreation Centre - Singapore University of Technology ...",
"url": "https://www.sutd.edu.sg/campus-life/sports-and-recreation-centre/",
"content": "A wide range of sporting and recreational facilities to cater to the different interests and needs of its students and staff.",
"score": 0.44840267
},
{
"title": "Towards the future of education: cyber-physical learning",
"url": "https://link.springer.com/article/10.1007/s44217-025-00474-x",
"content": "Missing: Sports recreation centre",
"score": 0.4400126
}
] | 0.85
|
What are the prerequisite courses or knowledge areas recommended for applying to Undergraduate Programs at SUTD?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What are the prerequisite courses or knowledge areas recommended for applying to Undergraduate Programs at SUTD?"
Context:
--- START OF CONTEXT ---
[{'title': 'Singapore University of Technology and Design', 'url': 'https://www.ezscholar.org/post/get-admitted-to-your-dream-university-singapore-university-of-technology-and-design', 'content': 'International students targeting SUTD need to have an excellent academic profile as a prerequisite to apply to most of the programs offered here. Apart from academic preparedness, the admissions committee also considers the applicants’ qualities, passion, and aspirations. For the former, students with strong competency in Mathematics and the Sciences (specifically Physics or Chemistry) are generally preferred. For the latter, participation in co-curricular activities, accomplishments, teacher [...] Let us look at the key admission requirements.\n\nAcademic Requirements:\n\nSUTD accepts a range of qualifications, including the International Baccalaureate, GCE A-levels, and national and state Boards. Students applying with predicted scores will be required to take the SUTD University Entrance Examination (UEE). The test is conducted online and is based on the GCE ‘A’ Level syllabus. It consists of:\n\n4 multiple-choice questions (MCQ) and 2 open-ended questions in Mathematics; and [...] Programs Offered:\n\nGraduate programs offered at SUTD are clubbed under the following areas:\n\nArchitecture and Sustainable Design\n\nComputer Science and Design\n\nDesign and Artificial Intelligence\n\nEngineering Product Development\n\nEngineering Systems and Design\n\nSpecial Programs\n\nSUTD-Duke-NUS Special Track (for medicine)\n\nSUTD Honors and Research Program (for engineering)\n\nSUTD Technology Entrepreneurship Program (for technology)', 'score': 0.82082915}, {'title': 'Criteria for Admission - Singapore University of Technology ... - SUTD', 'url': 'https://www.sutd.edu.sg/admissions/undergraduate/criteria-for-admission/', 'content': 'For the former, it is recommended that you have taken Higher Level Mathematics (either MAA or MAI) and at least one Higher Level Science subject, eg. Physics or Chemistry , though students with other subject combinations will also be considered.', 'score': 0.750937}, {'title': 'Singapore University of Technology and Design (SUTD) - MOE', 'url': 'https://www.moe.gov.sg/post-secondary/overview/autonomous-universities/sutd', 'content': 'Minimum entry requirement\n\nYou need to have good passes in at least 3 higher level subjects, 1 standard level subject and Theory of Knowledge.\n\nYou are recommended to have taken Maths and Science subjects at higher level. Results in Maths and Science taken at standard level, IBDP Year 4, O-Level or equivalent, are also considered.\n\nApplication timeline\n\nApply for Degree courses\n\nApply for SUTD courses.\n\nNotification of offer [...] Select your profile to learn about the minimum entry requirements and admissions application timeline:\n\nMinimum entry requirement\n\nYou need a good pass in the following subjects:\n\nYou are recommended to have taken H2 Maths and Science subjects, but SUTD does consider results in Maths and Science taken at H1, O-Level or equivalent levels.\n\nApplication timeline\n\nRelease of A-Level results\n\nApply for Degree courses\n\nApply for SUTD courses.\n\nNotification of offer', 'score': 0.74541736}]
--- END OF CONTEXT ---
Response:
|
SUTD generally prefers applicants to Undergraduate Programs with strong competency in Mathematics and Sciences, specifically Physics or Chemistry. It is recommended that you have taken Higher Level Mathematics (either MAA or MAI) and at least one Higher Level Science subject. While these are recommended, students with other subject combinations will also be considered. Good passes in at least 3 higher level subjects and 1 standard level subject, including Theory of Knowledge, are needed.
|
[
{
"title": "Singapore University of Technology and Design",
"url": "https://www.ezscholar.org/post/get-admitted-to-your-dream-university-singapore-university-of-technology-and-design",
"content": "International students targeting SUTD need to have an excellent academic profile as a prerequisite to apply to most of the programs offered here. Apart from academic preparedness, the admissions committee also considers the applicants’ qualities, passion, and aspirations. For the former, students with strong competency in Mathematics and the Sciences (specifically Physics or Chemistry) are generally preferred. For the latter, participation in co-curricular activities, accomplishments, teacher [...] Let us look at the key admission requirements.\n\nAcademic Requirements:\n\nSUTD accepts a range of qualifications, including the International Baccalaureate, GCE A-levels, and national and state Boards. Students applying with predicted scores will be required to take the SUTD University Entrance Examination (UEE). The test is conducted online and is based on the GCE ‘A’ Level syllabus. It consists of:\n\n4 multiple-choice questions (MCQ) and 2 open-ended questions in Mathematics; and [...] Programs Offered:\n\nGraduate programs offered at SUTD are clubbed under the following areas:\n\nArchitecture and Sustainable Design\n\nComputer Science and Design\n\nDesign and Artificial Intelligence\n\nEngineering Product Development\n\nEngineering Systems and Design\n\nSpecial Programs\n\nSUTD-Duke-NUS Special Track (for medicine)\n\nSUTD Honors and Research Program (for engineering)\n\nSUTD Technology Entrepreneurship Program (for technology)",
"score": 0.82082915
},
{
"title": "Criteria for Admission - Singapore University of Technology ... - SUTD",
"url": "https://www.sutd.edu.sg/admissions/undergraduate/criteria-for-admission/",
"content": "For the former, it is recommended that you have taken Higher Level Mathematics (either MAA or MAI) and at least one Higher Level Science subject, eg. Physics or Chemistry , though students with other subject combinations will also be considered.",
"score": 0.750937
},
{
"title": "Singapore University of Technology and Design (SUTD) - MOE",
"url": "https://www.moe.gov.sg/post-secondary/overview/autonomous-universities/sutd",
"content": "Minimum entry requirement\n\nYou need to have good passes in at least 3 higher level subjects, 1 standard level subject and Theory of Knowledge.\n\nYou are recommended to have taken Maths and Science subjects at higher level. Results in Maths and Science taken at standard level, IBDP Year 4, O-Level or equivalent, are also considered.\n\nApplication timeline\n\nApply for Degree courses\n\nApply for SUTD courses.\n\nNotification of offer [...] Select your profile to learn about the minimum entry requirements and admissions application timeline:\n\nMinimum entry requirement\n\nYou need a good pass in the following subjects:\n\nYou are recommended to have taken H2 Maths and Science subjects, but SUTD does consider results in Maths and Science taken at H1, O-Level or equivalent levels.\n\nApplication timeline\n\nRelease of A-Level results\n\nApply for Degree courses\n\nApply for SUTD courses.\n\nNotification of offer",
"score": 0.74541736
}
] | 0.95
|
What career opportunities are typically available to SUTD graduates with a degree in Information Systems?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What career opportunities are typically available to SUTD graduates with a degree in Information Systems?"
Context:
--- START OF CONTEXT ---
[{'title': 'SMU Information Systems or SUTD Technology Entrepreneurship ...', 'url': 'https://www.reddit.com/r/SGExams/comments/12e7slb/smu_information_systems_or_sutd_technology/', 'content': 'They do offer some students the opportunities for overseas entrepreneurship immersion, including at Silicon Valley. ... SUTD STEP students usually', 'score': 0.734139}, {'title': 'Where do SUTD students go to work? - Quora', 'url': 'https://www.quora.com/Where-do-SUTD-students-go-to-work', 'content': 'Software Engineer at Deloitte · Engineering Product Development Graduate · Writing systems engineer at HP · Research Officer at Singapore', 'score': 0.6625569}, {'title': 'Career prospects | Information Systems Technology and Design', 'url': 'https://www.sutd.edu.sg/istd/education/career-prospects/', 'content': 'Cybersecurity specialist/analyst · Data analyst/scientist · Front-end designer/engineer · Full stack engineer/developer · Game designer · Product manager · QA', 'score': 0.6543875}]
--- END OF CONTEXT ---
Response:
|
SUTD's Information Systems Technology and Design (ISTD) graduates have various career opportunities, including roles such as Cybersecurity specialist/analyst, Data analyst/scientist, Front-end designer/engineer, Full stack engineer/developer, Game designer, and Product manager.
|
[
{
"title": "SMU Information Systems or SUTD Technology Entrepreneurship ...",
"url": "https://www.reddit.com/r/SGExams/comments/12e7slb/smu_information_systems_or_sutd_technology/",
"content": "They do offer some students the opportunities for overseas entrepreneurship immersion, including at Silicon Valley. ... SUTD STEP students usually",
"score": 0.734139
},
{
"title": "Where do SUTD students go to work? - Quora",
"url": "https://www.quora.com/Where-do-SUTD-students-go-to-work",
"content": "Software Engineer at Deloitte · Engineering Product Development Graduate · Writing systems engineer at HP · Research Officer at Singapore",
"score": 0.6625569
},
{
"title": "Career prospects | Information Systems Technology and Design",
"url": "https://www.sutd.edu.sg/istd/education/career-prospects/",
"content": "Cybersecurity specialist/analyst · Data analyst/scientist · Front-end designer/engineer · Full stack engineer/developer · Game designer · Product manager · QA",
"score": 0.6543875
}
] | 0.85
|
What is the faculty expertise in the design and artificial intelligence specialization at SUTD?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What is the faculty expertise in the design and artificial intelligence specialization at SUTD?"
Context:
--- START OF CONTEXT ---
[{'title': 'Design and Artificial Intelligence (DAI) Faculty - SUTD', 'url': 'https://www.sutd.edu.sg/dai/people/faculty/', 'content': 'Missing: expertise specialization', 'score': 0.8306082}, {'title': '[PDF] Design and Artificial Intelligence (DAI) - Singapore - SUTD', 'url': 'https://www.sutd.edu.sg/dai-brochure', 'content': 'INTERDISCIPLINARY EXPERTISE. Combine technical expertise in AI with design innovation skills to apply across a range of disciplines, e.g., engineering', 'score': 0.7447496}, {'title': 'Faculty Member (Design and Artificial Intelligence) - Glassdoor', 'url': 'https://www.glassdoor.sg/job-listing/faculty-member-design-and-artificial-intelligence-singapore-university-of-technology-and-design-JV_IC3235921_KO0,49_KE50,95.htm?jl=1008715001123', 'content': 'Faculty Member (Design and Artificial Intelligence) · Lead, conduct, and publish high-impact research at the intersection of design, AI, pervasive sensing', 'score': 0.6989468}]
--- END OF CONTEXT ---
Response:
|
The Design and Artificial Intelligence (DAI) faculty at SUTD combines technical expertise in AI with design innovation skills. They conduct research at the intersection of design, AI, and pervasive sensing, applying these skills across various disciplines, including engineering.
|
[
{
"title": "Design and Artificial Intelligence (DAI) Faculty - SUTD",
"url": "https://www.sutd.edu.sg/dai/people/faculty/",
"content": "Missing: expertise specialization",
"score": 0.8306082
},
{
"title": "[PDF] Design and Artificial Intelligence (DAI) - Singapore - SUTD",
"url": "https://www.sutd.edu.sg/dai-brochure",
"content": "INTERDISCIPLINARY EXPERTISE. Combine technical expertise in AI with design innovation skills to apply across a range of disciplines, e.g., engineering",
"score": 0.7447496
},
{
"title": "Faculty Member (Design and Artificial Intelligence) - Glassdoor",
"url": "https://www.glassdoor.sg/job-listing/faculty-member-design-and-artificial-intelligence-singapore-university-of-technology-and-design-JV_IC3235921_KO0,49_KE50,95.htm?jl=1008715001123",
"content": "Faculty Member (Design and Artificial Intelligence) · Lead, conduct, and publish high-impact research at the intersection of design, AI, pervasive sensing",
"score": 0.6989468
}
] | 0.85
|
When and how do I apply for housing for 2025 at SUTD?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "When and how do I apply for housing for 2025 at SUTD?"
Context:
--- START OF CONTEXT ---
[{'title': 'Undergraduate housing - Singapore - SUTD', 'url': 'https://www.sutd.edu.sg/campus-life/housing/undergraduate-housing/', 'content': 'Places will be allocated according to the undergraduate housing allocation scheme. Application window: 13 February 2025 (10am) to 25 February 2025 (10am). Term', 'score': 0.8865877}, {'title': 'Non-graduating student housing - Singapore - SUTD', 'url': 'https://www.sutd.edu.sg/campus-life/housing/non-graduating/', 'content': 'Housing application exercise for the May/June 2025 term · Application window: 8 May 2025 (10AM) to 15 May 2025 (10AM) · Application results: sent progressively', 'score': 0.8827621}, {'title': 'Check-in/out (AY2024) - Singapore University of Technology ... - SUTD', 'url': 'https://www.sutd.edu.sg/campus-life/housing/undergraduate-housing/check-in-out-ay2024/', 'content': '23 Aug 2025 (9.00am to 11.00am). February 2025 housing application exercise. Period of stay, Early check-in period (upon request & subject to additional charges)', 'score': 0.8095324}]
--- END OF CONTEXT ---
Response:
|
For undergraduate housing in 2025, the application window is from 13 February 2025 (10am) to 25 February 2025 (10am). There is also a housing application exercise for the May/June 2025 term for non-graduating students from 8 May 2025 (10AM) to 15 May 2025 (10AM).
|
[
{
"title": "Undergraduate housing - Singapore - SUTD",
"url": "https://www.sutd.edu.sg/campus-life/housing/undergraduate-housing/",
"content": "Places will be allocated according to the undergraduate housing allocation scheme. Application window: 13 February 2025 (10am) to 25 February 2025 (10am). Term",
"score": 0.8865877
},
{
"title": "Non-graduating student housing - Singapore - SUTD",
"url": "https://www.sutd.edu.sg/campus-life/housing/non-graduating/",
"content": "Housing application exercise for the May/June 2025 term · Application window: 8 May 2025 (10AM) to 15 May 2025 (10AM) · Application results: sent progressively",
"score": 0.8827621
},
{
"title": "Check-in/out (AY2024) - Singapore University of Technology ... - SUTD",
"url": "https://www.sutd.edu.sg/campus-life/housing/undergraduate-housing/check-in-out-ay2024/",
"content": "23 Aug 2025 (9.00am to 11.00am). February 2025 housing application exercise. Period of stay, Early check-in period (upon request & subject to additional charges)",
"score": 0.8095324
}
] | 0.95
|
How many letters of recommendation are required for the application, and who should I ask to write them if I am applying for Postgraduate Programs?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "How many letters of recommendation are required for the application, and who should I ask to write them if I am applying for Postgraduate Programs?"
Context:
--- START OF CONTEXT ---
[{'title': 'Grad Applications 101: Getting Letters of Rec', 'url': 'https://graduate.rice.edu/news/current-news/grad-applications-101-getting-letters-rec', 'content': 'Most graduate program applications ask for three letters of recommendation. If you are currently enrolled in college, your letters of recommendation are likely going to come from three of your professors. More specifically, you ideally want to ask professors who are in or related to the field of your graduate program. If you are applying to a master’s program in engineering, then the professor of the art history class you took as an elective may not be the best letter writer for this occasion, [...] regardless of how well they may know you. However, you do typically have three letters to acquire, and some of the professors who know you best may very well be from unrelated fields. If need be, it is okay to ask a professor from an unrelated field for a letter of recommendation if they are able to speak about skills you have that they believe make you a good fit for the field you wish to go into. If a professor does not feel comfortable writing a letter for you because their expertise does [...] not align with the grad program of your interest, they will likely be honest and let you know. Ideally, though, you should get letters from professors whose own focuses align with your programs of interests to some degree.', 'score': 0.8051581}, {'title': 'Asking for Recommendation Letters for Multiple Grad School ...', 'url': 'https://academia.stackexchange.com/questions/16459/asking-for-recommendation-letters-for-multiple-grad-school-applications', 'content': 'I like the idea of asking now, while you are still fresh in the minds of your professors.\n\nIf you already know where you\'ll be applying, and the number of schools is relatively low (say, three or less), then there\'s no harm in asking for three letters. Once you get much more than that, though, it might be better to ask for a generic letter from each professor. I know I wouldn\'t want to write six different versions of essentially the same letter. [...] My main question is how should I ask for recommendation letters. In particular, should I ask for a generic letter (in the sense that it\'s addressed to "the admission committee") to use for all my applications? Or should I ask for multiple letters from the same person for every university I want to apply to (presumably the letters have the same content, except maybe in who it is addressed to)? [...] I would think that admissions committees are used to seeing fairly generic letters. So long as the content speaks well of you, I don\'t think it\'ll be counted against you if the letter is generic. (If that assumption is wrong, though, hopefully some folks will chime in here and let us know.)\n\nGet a generic letter starting with "To Whom it May Concern", and send copies of that with your applications.', 'score': 0.7274535}, {'title': 'How to Get Great Letters of Recommendation for Grad School', 'url': 'https://www.pce.uw.edu/news-features/articles/great-letters-recommendation-grad-school', 'content': 'Graduate programs typically require you to submit two or three letters of recommendation with your application, but there are variations,', 'score': 0.71377134}]
--- END OF CONTEXT ---
Response:
|
Most graduate programs, including those at SUTD, typically require three letters of recommendation. Ideally, these letters should come from professors in or related to the field of your intended graduate program. If a professor is unable to speak to your skills relevant to your desired field, it is acceptable to ask a professor from an unrelated field if they can highlight skills that make you a good fit.
|
[
{
"title": "Grad Applications 101: Getting Letters of Rec",
"url": "https://graduate.rice.edu/news/current-news/grad-applications-101-getting-letters-rec",
"content": "Most graduate program applications ask for three letters of recommendation. If you are currently enrolled in college, your letters of recommendation are likely going to come from three of your professors. More specifically, you ideally want to ask professors who are in or related to the field of your graduate program. If you are applying to a master’s program in engineering, then the professor of the art history class you took as an elective may not be the best letter writer for this occasion, [...] regardless of how well they may know you. However, you do typically have three letters to acquire, and some of the professors who know you best may very well be from unrelated fields. If need be, it is okay to ask a professor from an unrelated field for a letter of recommendation if they are able to speak about skills you have that they believe make you a good fit for the field you wish to go into. If a professor does not feel comfortable writing a letter for you because their expertise does [...] not align with the grad program of your interest, they will likely be honest and let you know. Ideally, though, you should get letters from professors whose own focuses align with your programs of interests to some degree.",
"score": 0.8051581
},
{
"title": "Asking for Recommendation Letters for Multiple Grad School ...",
"url": "https://academia.stackexchange.com/questions/16459/asking-for-recommendation-letters-for-multiple-grad-school-applications",
"content": "I like the idea of asking now, while you are still fresh in the minds of your professors.\n\nIf you already know where you'll be applying, and the number of schools is relatively low (say, three or less), then there's no harm in asking for three letters. Once you get much more than that, though, it might be better to ask for a generic letter from each professor. I know I wouldn't want to write six different versions of essentially the same letter. [...] My main question is how should I ask for recommendation letters. In particular, should I ask for a generic letter (in the sense that it's addressed to \"the admission committee\") to use for all my applications? Or should I ask for multiple letters from the same person for every university I want to apply to (presumably the letters have the same content, except maybe in who it is addressed to)? [...] I would think that admissions committees are used to seeing fairly generic letters. So long as the content speaks well of you, I don't think it'll be counted against you if the letter is generic. (If that assumption is wrong, though, hopefully some folks will chime in here and let us know.)\n\nGet a generic letter starting with \"To Whom it May Concern\", and send copies of that with your applications.",
"score": 0.7274535
},
{
"title": "How to Get Great Letters of Recommendation for Grad School",
"url": "https://www.pce.uw.edu/news-features/articles/great-letters-recommendation-grad-school",
"content": "Graduate programs typically require you to submit two or three letters of recommendation with your application, but there are variations,",
"score": 0.71377134
}
] | 0.85
|
Have any SUTD faculty members received awards or recognition for their work in Sentiment Analysis?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Have any SUTD faculty members received awards or recognition for their work in Sentiment Analysis?"
Context:
--- START OF CONTEXT ---
[{'title': 'Sentiment Analysis: Key Milestones, Challenges and New Directions', 'url': 'https://www.youtube.com/watch?v=YAqjf7to-lU', 'content': "About the speaker: Soujanya Poria holds a Ph.D. in Computer Science. Soujanya main areas of research interest are NLP and sentiment analysis. At present, he works as an assistant professor at the Singapore University of Technology and Design (SUTD), Singapore. He is also part of the Institute of High-Performance Computing (IHPC), ASTAR as a senior scientist. Before joining SUTD, he worked at NTU where he was awarded the prestigious NTU presidential postdoctoral fellowship. [...] Sentiment Analysis: Key Milestones, Challenges and New Directions \n Elvis Saravia \n 20 likes \n 891 views \n 30 Jun 2020 [...] Soujanya's Twitter: https://twitter.com/soujanyaporia\n\nSoujanya's research lab: https://declare-lab.net/\n\nFurther reading: https://arxiv.org/abs/2005.00357\n\nSlides: https://www.dropbox.com/s/po5rsekhdnjz114/invited%20talk%20dair%20%281%29.pdf?dl=0\n\n---\n\nWebsite: https://dair.ai/\nGitHub: https://github.com/dair-ai\nTwitter: https://twitter.com/dair_ai\nNewsletter: https://dair.ai/newsletter/\nSlack: https://join.slack.com/t/dairai/shared_invite/zt-dv2dwzj7-F9HT047jIGkunNKv88lQ~g \n 0 comments", 'score': 0.73914057}, {'title': 'Faculty/Staff Achievements 2022 - Singapore - SUTD', 'url': 'https://www.sutd.edu.sg/achievements-listing/faculty-staff-achievements-2022/', 'content': 'Missing: Sentiment Analysis?', 'score': 0.70799106}, {'title': 'More than a quarter of SUTD faculty ranked to - EurekAlert!', 'url': 'https://www.eurekalert.org/news-releases/1062196', 'content': 'Missing: Sentiment Analysis?', 'score': 0.6546525}]
--- END OF CONTEXT ---
Response:
|
Dr. Soujanya Poria, an Assistant Professor at SUTD, specializes in NLP and sentiment analysis. He also received the NTU Presidential Postdoctoral Fellowship before joining SUTD.
|
[
{
"title": "Sentiment Analysis: Key Milestones, Challenges and New Directions",
"url": "https://www.youtube.com/watch?v=YAqjf7to-lU",
"content": "About the speaker: Soujanya Poria holds a Ph.D. in Computer Science. Soujanya main areas of research interest are NLP and sentiment analysis. At present, he works as an assistant professor at the Singapore University of Technology and Design (SUTD), Singapore. He is also part of the Institute of High-Performance Computing (IHPC), ASTAR as a senior scientist. Before joining SUTD, he worked at NTU where he was awarded the prestigious NTU presidential postdoctoral fellowship. [...] Sentiment Analysis: Key Milestones, Challenges and New Directions \n Elvis Saravia \n 20 likes \n 891 views \n 30 Jun 2020 [...] Soujanya's Twitter: https://twitter.com/soujanyaporia\n\nSoujanya's research lab: https://declare-lab.net/\n\nFurther reading: https://arxiv.org/abs/2005.00357\n\nSlides: https://www.dropbox.com/s/po5rsekhdnjz114/invited%20talk%20dair%20%281%29.pdf?dl=0\n\n---\n\nWebsite: https://dair.ai/\nGitHub: https://github.com/dair-ai\nTwitter: https://twitter.com/dair_ai\nNewsletter: https://dair.ai/newsletter/\nSlack: https://join.slack.com/t/dairai/shared_invite/zt-dv2dwzj7-F9HT047jIGkunNKv88lQ~g \n 0 comments",
"score": 0.73914057
},
{
"title": "Faculty/Staff Achievements 2022 - Singapore - SUTD",
"url": "https://www.sutd.edu.sg/achievements-listing/faculty-staff-achievements-2022/",
"content": "Missing: Sentiment Analysis?",
"score": 0.70799106
},
{
"title": "More than a quarter of SUTD faculty ranked to - EurekAlert!",
"url": "https://www.eurekalert.org/news-releases/1062196",
"content": "Missing: Sentiment Analysis?",
"score": 0.6546525
}
] | 0.85
|
How does the pillar system at SUTD help students choose their specialization after freshmore?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "How does the pillar system at SUTD help students choose their specialization after freshmore?"
Context:
--- START OF CONTEXT ---
[{'title': 'When do we choose our specialisation? - SUTD', 'url': 'https://www.sutd.edu.sg/epd/faq/when-do-we-choose-our-specialisation/', 'content': 'SUTD students choose their pillars at the end of their Freshmore year (Term 3). During the second term, students would indicate their preferred tracks within', 'score': 0.8473754}, {'title': 'SUTD qns : r/sutd - Reddit', 'url': 'https://www.reddit.com/r/sutd/comments/m15p6d/sutd_qns/', 'content': 'Yes you get to chose what pillar you want after freshmore, no restrictions at all. The reasoning for this is pretty simple. SUTD doesnt create', 'score': 0.82220376}, {'title': '[PDF] Global state of the art in engineering education - March 2018', 'url': 'https://www.rhgraham.org/resources/Global-state-of-the-art-in-engineering-education---March-2018.pdf', 'content': 'Students then select their pillar specialism, which is studied from Year 2 ... After the Freshmore year, students specialize in one of four', 'score': 0.79732054}]
--- END OF CONTEXT ---
Response:
|
At SUTD, you'll choose your specialization, referred to as a 'pillar', at the end of your Freshmore year (Term 3). You'll indicate your preferred tracks during the second term. There are generally no restrictions on which pillar you can choose after Freshmore.
|
[
{
"title": "When do we choose our specialisation? - SUTD",
"url": "https://www.sutd.edu.sg/epd/faq/when-do-we-choose-our-specialisation/",
"content": "SUTD students choose their pillars at the end of their Freshmore year (Term 3). During the second term, students would indicate their preferred tracks within",
"score": 0.8473754
},
{
"title": "SUTD qns : r/sutd - Reddit",
"url": "https://www.reddit.com/r/sutd/comments/m15p6d/sutd_qns/",
"content": "Yes you get to chose what pillar you want after freshmore, no restrictions at all. The reasoning for this is pretty simple. SUTD doesnt create",
"score": 0.82220376
},
{
"title": "[PDF] Global state of the art in engineering education - March 2018",
"url": "https://www.rhgraham.org/resources/Global-state-of-the-art-in-engineering-education---March-2018.pdf",
"content": "Students then select their pillar specialism, which is studied from Year 2 ... After the Freshmore year, students specialize in one of four",
"score": 0.79732054
}
] | 0.95
|
What specializations are available within the Design and Artificial Intelligence (DAI) pillar at SUTD?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What specializations are available within the Design and Artificial Intelligence (DAI) pillar at SUTD?"
Context:
--- START OF CONTEXT ---
[{'title': 'Specialisation Tracks - Design and Artificial Intelligence (DAI) - SUTD', 'url': 'https://dai.sutd.edu.sg/specialisations', 'content': 'Healthcare Design · AI for Healthcare · Technologies for Sustainable Global Health · Brain-inspired Computing and its Applications · Instructional', 'score': 0.82694983}, {'title': 'Majors - Singapore University of Technology and Design (SUTD)', 'url': 'https://www.sutd.edu.sg/education/undergraduate/majors/', 'content': 'Architecture and Sustainable Design (ASD) · Computer Science and Design (CSD) · Design and Artificial Intelligence (DAI) · Engineering Product Development (EPD).', 'score': 0.8124067}, {'title': 'Specialisation tracks - Singapore University of Technology ... - SUTD', 'url': 'https://www.sutd.edu.sg/education/undergraduate/specialisation-tracks/', 'content': 'For students taking the Bachelor of Engineering (Computer Science and Design) programme. List of Design and Artificial Intelligence (DAI) specialisation tracks', 'score': 0.7734393}]
--- END OF CONTEXT ---
Response:
|
Within the Design and Artificial Intelligence (DAI) pillar at SUTD, specializations include Healthcare Design, AI for Healthcare, Technologies for Sustainable Global Health, and Brain-inspired Computing and its Applications. Instructional specializations are also available.
|
[
{
"title": "Specialisation Tracks - Design and Artificial Intelligence (DAI) - SUTD",
"url": "https://dai.sutd.edu.sg/specialisations",
"content": "Healthcare Design · AI for Healthcare · Technologies for Sustainable Global Health · Brain-inspired Computing and its Applications · Instructional",
"score": 0.82694983
},
{
"title": "Majors - Singapore University of Technology and Design (SUTD)",
"url": "https://www.sutd.edu.sg/education/undergraduate/majors/",
"content": "Architecture and Sustainable Design (ASD) · Computer Science and Design (CSD) · Design and Artificial Intelligence (DAI) · Engineering Product Development (EPD).",
"score": 0.8124067
},
{
"title": "Specialisation tracks - Singapore University of Technology ... - SUTD",
"url": "https://www.sutd.edu.sg/education/undergraduate/specialisation-tracks/",
"content": "For students taking the Bachelor of Engineering (Computer Science and Design) programme. List of Design and Artificial Intelligence (DAI) specialisation tracks",
"score": 0.7734393
}
] | 0.95
|
How can students leverage the SUTD alumni network for career advice or internship opportunities related to management?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "How can students leverage the SUTD alumni network for career advice or internship opportunities related to management?"
Context:
--- START OF CONTEXT ---
[{'title': '[PDF] SUTD CAREER GUIDE 2024 - Singapore', 'url': 'https://www.sutd.edu.sg/wp-content/uploads/2024/11/SUTD-Career-Guide-2024.pdf', 'content': 'You may even potentially expand your professional network with help from the mentor, such as referrals to jobs or internship positions. With all these benefits,.', 'score': 0.6077801}, {'title': 'SUTD Career Guide 2025 by GTI Media Asia - Issuu', 'url': 'https://issuu.com/gtimediaasia/docs/sutd_career_guide_2025', 'content': 'You may even potentially expand your professional network with help from the mentor, such as referrals to jobs or internship positions. With all', 'score': 0.5999311}, {'title': 'How Students Can Benefit from Connecting with Alumni for Career ...', 'url': 'https://www.linkedin.com/pulse/how-students-can-benefit-from-connecting-alumni-career-nishan-4yhxc', 'content': "Networking with alumni helps students stay informed about what's happening in the professional world and better prepares them to enter the job", 'score': 0.5837973}]
--- END OF CONTEXT ---
Response:
|
SUTD's alumni network can be a valuable resource for career advice and internship opportunities. Mentors within the network can potentially provide referrals to jobs or internships. Networking with alumni can also help you stay informed about the professional world and better prepare you for your career.
|
[
{
"title": "[PDF] SUTD CAREER GUIDE 2024 - Singapore",
"url": "https://www.sutd.edu.sg/wp-content/uploads/2024/11/SUTD-Career-Guide-2024.pdf",
"content": "You may even potentially expand your professional network with help from the mentor, such as referrals to jobs or internship positions. With all these benefits,.",
"score": 0.6077801
},
{
"title": "SUTD Career Guide 2025 by GTI Media Asia - Issuu",
"url": "https://issuu.com/gtimediaasia/docs/sutd_career_guide_2025",
"content": "You may even potentially expand your professional network with help from the mentor, such as referrals to jobs or internship positions. With all",
"score": 0.5999311
},
{
"title": "How Students Can Benefit from Connecting with Alumni for Career ...",
"url": "https://www.linkedin.com/pulse/how-students-can-benefit-from-connecting-alumni-career-nishan-4yhxc",
"content": "Networking with alumni helps students stay informed about what's happening in the professional world and better prepares them to enter the job",
"score": 0.5837973
}
] | 0.85
|
Which companies does SUTD have strong industry partnerships with, particularly in the field of defence and security?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Which companies does SUTD have strong industry partnerships with, particularly in the field of defence and security?"
Context:
--- START OF CONTEXT ---
[{'title': 'SUTD and Thales collaborate to accelerate the development of ...', 'url': 'https://www.thalesgroup.com/en/singapore/press-release/sutd-and-thales-collaborate-accelerate-development-smart-aviation', 'content': '“Thales, with its strong commitment to research and technology, is a valued industry partner for SUTD. We are pleased to see that our collaborations with Thales have blossomed over the years and this partnership will strongly benefit our students and faculty, keeping them constantly abreast with the latest industry developments. With this new round of research projects jointly identified under the MOU, we will further advance our research partnership. Together with Thales, SUTD hopes to [...] As industry needs evolve in the wake of rapid digitalisation, this partnership is reflective of Thales’ strong commitment to research and technology. Over the years, Thales has demonstrated this commitment through engagements with customers and partners in user-centered innovation, co-designing, prototyping and testing of new concepts across various sectors including defence and security, aerospace, air traffic management and smart cities. [...] projects.', 'score': 0.8351749}, {'title': 'Certis and Singapore University of Technology and Design Forge ...', 'url': 'https://www.prnewswire.com/apac/news-releases/certis-and-singapore-university-of-technology-and-design-forge-strategic-partnership-to-accelerate-ai-literacy--professional-growth-302274028.html', 'content': 'As part of the Ministry of Home Affairs\' Security Industry Transformation Map 2025, the partnership with SUTD underscores Certis\' commitment to a future-ready workforce. Employees will gain proficiency with Certis\' proprietary AI-enabled systems like Mozart and Argus and learn how to harness AI for operational efficiency and innovation. [...] SINGAPORE, Oct. 11, 2024 /PRNewswire/ -- In a pivotal move for Singapore\'s security industry, Certis and the Singapore University of Technology and Design (SUTD) have joined forces to enhance AI literacy and digital mastery, equipping security professionals and frontline personnel with the latest digital skills required to excel in today\'s fast-evolving work environment. [...] Officiating the launch of the programme\xa0as Guest-of-Honour, MOS Gan commended Certis and SUTD for embarking on the partnership: "Through this partnership, Certis and SUTD are leveraging each other\'s strengths to co-design and deliver AI literacy courses for security professionals, beginning with Certis employees. This initiative complements our broader efforts to prepare Singaporeans for the changing nature of work, and I commend Certis and SUTD for pioneering this collaboration. I look forward', 'score': 0.7701369}, {'title': 'MINDEF and SUTD Sign Cybersecurity MOU on Operational ...', 'url': 'https://www.mindef.gov.sg/news-and-events/latest-releases/16sep21_nr2', 'content': 'The MOU formalises the partnership between MINDEF and SUTD on OT security and will strengthen collaboration in areas including research and technology.', 'score': 0.666736}]
--- END OF CONTEXT ---
Response:
|
SUTD has strong industry partnerships with companies like Thales and Certis, particularly in areas relevant to defence and security. They also have a cybersecurity MOU with MINDEF (Ministry of Defence). These partnerships facilitate research, technology development, and AI literacy, benefiting both students and faculty.
|
[
{
"title": "SUTD and Thales collaborate to accelerate the development of ...",
"url": "https://www.thalesgroup.com/en/singapore/press-release/sutd-and-thales-collaborate-accelerate-development-smart-aviation",
"content": "“Thales, with its strong commitment to research and technology, is a valued industry partner for SUTD. We are pleased to see that our collaborations with Thales have blossomed over the years and this partnership will strongly benefit our students and faculty, keeping them constantly abreast with the latest industry developments. With this new round of research projects jointly identified under the MOU, we will further advance our research partnership. Together with Thales, SUTD hopes to [...] As industry needs evolve in the wake of rapid digitalisation, this partnership is reflective of Thales’ strong commitment to research and technology. Over the years, Thales has demonstrated this commitment through engagements with customers and partners in user-centered innovation, co-designing, prototyping and testing of new concepts across various sectors including defence and security, aerospace, air traffic management and smart cities. [...] projects.",
"score": 0.8351749
},
{
"title": "Certis and Singapore University of Technology and Design Forge ...",
"url": "https://www.prnewswire.com/apac/news-releases/certis-and-singapore-university-of-technology-and-design-forge-strategic-partnership-to-accelerate-ai-literacy--professional-growth-302274028.html",
"content": "As part of the Ministry of Home Affairs' Security Industry Transformation Map 2025, the partnership with SUTD underscores Certis' commitment to a future-ready workforce. Employees will gain proficiency with Certis' proprietary AI-enabled systems like Mozart and Argus and learn how to harness AI for operational efficiency and innovation. [...] SINGAPORE, Oct. 11, 2024 /PRNewswire/ -- In a pivotal move for Singapore's security industry, Certis and the Singapore University of Technology and Design (SUTD) have joined forces to enhance AI literacy and digital mastery, equipping security professionals and frontline personnel with the latest digital skills required to excel in today's fast-evolving work environment. [...] Officiating the launch of the programme as Guest-of-Honour, MOS Gan commended Certis and SUTD for embarking on the partnership: \"Through this partnership, Certis and SUTD are leveraging each other's strengths to co-design and deliver AI literacy courses for security professionals, beginning with Certis employees. This initiative complements our broader efforts to prepare Singaporeans for the changing nature of work, and I commend Certis and SUTD for pioneering this collaboration. I look forward",
"score": 0.7701369
},
{
"title": "MINDEF and SUTD Sign Cybersecurity MOU on Operational ...",
"url": "https://www.mindef.gov.sg/news-and-events/latest-releases/16sep21_nr2",
"content": "The MOU formalises the partnership between MINDEF and SUTD on OT security and will strengthen collaboration in areas including research and technology.",
"score": 0.666736
}
] | 0.9
|
Can you describe how design thinking is integrated into the Design Thinking and Innovation curriculum at SUTD?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Can you describe how design thinking is integrated into the Design Thinking and Innovation curriculum at SUTD?"
Context:
--- START OF CONTEXT ---
[{'title': '01.019 Design Thinking Project II - Singapore - SUTD', 'url': 'https://www.sutd.edu.sg/repo/course/01-019-design-thinking-project-ii/', 'content': 'Students are introduced to design thinking through a series of design-centric, interdisciplinary, multidisciplinary, hands-on projects and seminars, guided by a yearly general theme to ensure integrated pedagogy and progressive learning.', 'score': 0.7859175}, {'title': 'An SUTD-created Design Innovation Process. - ResearchGate', 'url': 'https://www.researchgate.net/figure/An-SUTD-created-Design-Innovation-Process_fig1_312022981', 'content': 'In this paper we explore the integration of several extant conceptual tools that support design innovation [5]. Specifically, aspects of design thinking,', 'score': 0.7732339}, {'title': 'Programme Outline - Singapore University of Technology and ...', 'url': 'https://www.sutd.edu.sg/repo/course/competency-based-design-thinking-and-design-related-education-for-teachers/programme-outline/', 'content': 'Describe the Double Diamond Design Thinking Framework; Apply Design Thinking tools and methods to bring innovation into their courses/curriculum; Ideate', 'score': 0.7429634}]
--- END OF CONTEXT ---
Response:
|
Design thinking is integrated into the curriculum through design-centric, interdisciplinary, hands-on projects and seminars. These are guided by a yearly general theme to ensure integrated pedagogy and progressive learning. The Double Diamond Design Thinking Framework and other design thinking tools and methods are also applied to foster innovation.
|
[
{
"title": "01.019 Design Thinking Project II - Singapore - SUTD",
"url": "https://www.sutd.edu.sg/repo/course/01-019-design-thinking-project-ii/",
"content": "Students are introduced to design thinking through a series of design-centric, interdisciplinary, multidisciplinary, hands-on projects and seminars, guided by a yearly general theme to ensure integrated pedagogy and progressive learning.",
"score": 0.7859175
},
{
"title": "An SUTD-created Design Innovation Process. - ResearchGate",
"url": "https://www.researchgate.net/figure/An-SUTD-created-Design-Innovation-Process_fig1_312022981",
"content": "In this paper we explore the integration of several extant conceptual tools that support design innovation [5]. Specifically, aspects of design thinking,",
"score": 0.7732339
},
{
"title": "Programme Outline - Singapore University of Technology and ...",
"url": "https://www.sutd.edu.sg/repo/course/competency-based-design-thinking-and-design-related-education-for-teachers/programme-outline/",
"content": "Describe the Double Diamond Design Thinking Framework; Apply Design Thinking tools and methods to bring innovation into their courses/curriculum; Ideate",
"score": 0.7429634
}
] | 0.9
|
What career opportunities are typically available to SUTD graduates with a degree in Architecture and Sustainable Design?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What career opportunities are typically available to SUTD graduates with a degree in Architecture and Sustainable Design?"
Context:
--- START OF CONTEXT ---
[{'title': 'Architecture and Sustainable Design (ASD) Career Prospects - SUTD', 'url': 'https://www.sutd.edu.sg/asd/education/career-prospects/', 'content': 'ASD graduates are prepared for architectural and management roles within the Building and Construction sector as well as affiliated industries.', 'score': 0.915091}, {'title': 'Career Prospects - Architecture and Sustainable Design (ASD) - SUTD', 'url': 'https://www.sutd.edu.sg/asd/career-prospects-2/', 'content': 'ASD graduates are prepared for architectural and management roles within the Building and Construction sector as well as affiliated industries . With solid skills in the most cutting-edge digital tools, computational thinking, parametric design and AI, our graduates take on roles in: Architecture. Urban design.', 'score': 0.90985113}, {'title': 'Singapore University of Technology and Design: Future-proof careers', 'url': 'https://studyinternational.com/news/future-proof-your-career-at-the-singapore-university-of-technology-and-design/', 'content': 'Simply put, SUTD equips students to fearlessly venture to new horizons. Jezamine Chua from S A Chua Architects, who completed the Master of Architecture and Bachelor of Science (Architecture and Sustainable Design) says, “The visionary and interdisciplinary pedagogy at SUTD opened my eyes to the larger universe beyond architecture, while the journey of self-discovery amidst a close-knit and like-minded community led me to the very core of what architecture meant to me.” [...] With an education that doubles as an impressive resume for today and a future pegged to volatility, uncertainty, complexity, and ambiguity, SUTD graduates are well sought-after. They are now engineers in innovative companies such as Google, Dyson, Changi Airport Group and Facebook Inc; data analysts in leading financial institutions; founders of exciting start-ups; architectural designers involved in rejuvenating public spaces; architects in firms such as RSP Architects Planners & Engineers, [...] SUTD graduates receive many opportunities to broaden their skill set. It starts from their Freshmore curriculum all the way to their specialisation years – a journey enriched by the Freshmore Asian Cross-curricular Trips, Global Leadership Programme, Undergraduate Research Opportunities Programme and Capstone Programme. As a result, they are not only ready to blaze into their respective industries, but to bring more to the table than the traditional engineering or architecture graduate.', 'score': 0.8312667}]
--- END OF CONTEXT ---
Response:
|
SUTD's Architecture and Sustainable Design (ASD) graduates are well-prepared for architectural and management roles within the Building and Construction sector and related industries. Equipped with skills in digital tools, computational thinking, parametric design, and AI, they often take on roles in architecture and urban design. Some alumni have gone on to work at firms like RSP Architects Planners & Engineers, while others have found opportunities in rejuvenating public spaces.
|
[
{
"title": "Architecture and Sustainable Design (ASD) Career Prospects - SUTD",
"url": "https://www.sutd.edu.sg/asd/education/career-prospects/",
"content": "ASD graduates are prepared for architectural and management roles within the Building and Construction sector as well as affiliated industries.",
"score": 0.915091
},
{
"title": "Career Prospects - Architecture and Sustainable Design (ASD) - SUTD",
"url": "https://www.sutd.edu.sg/asd/career-prospects-2/",
"content": "ASD graduates are prepared for architectural and management roles within the Building and Construction sector as well as affiliated industries . With solid skills in the most cutting-edge digital tools, computational thinking, parametric design and AI, our graduates take on roles in: Architecture. Urban design.",
"score": 0.90985113
},
{
"title": "Singapore University of Technology and Design: Future-proof careers",
"url": "https://studyinternational.com/news/future-proof-your-career-at-the-singapore-university-of-technology-and-design/",
"content": "Simply put, SUTD equips students to fearlessly venture to new horizons. Jezamine Chua from S A Chua Architects, who completed the Master of Architecture and Bachelor of Science (Architecture and Sustainable Design) says, “The visionary and interdisciplinary pedagogy at SUTD opened my eyes to the larger universe beyond architecture, while the journey of self-discovery amidst a close-knit and like-minded community led me to the very core of what architecture meant to me.” [...] With an education that doubles as an impressive resume for today and a future pegged to volatility, uncertainty, complexity, and ambiguity, SUTD graduates are well sought-after. They are now engineers in innovative companies such as Google, Dyson, Changi Airport Group and Facebook Inc; data analysts in leading financial institutions; founders of exciting start-ups; architectural designers involved in rejuvenating public spaces; architects in firms such as RSP Architects Planners & Engineers, [...] SUTD graduates receive many opportunities to broaden their skill set. It starts from their Freshmore curriculum all the way to their specialisation years – a journey enriched by the Freshmore Asian Cross-curricular Trips, Global Leadership Programme, Undergraduate Research Opportunities Programme and Capstone Programme. As a result, they are not only ready to blaze into their respective industries, but to bring more to the table than the traditional engineering or architecture graduate.",
"score": 0.8312667
}
] | 0.95
|
Does SUTD offer any Electronics workshops or events for students to develop new skills?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Does SUTD offer any Electronics workshops or events for students to develop new skills?"
Context:
--- START OF CONTEXT ---
[{'title': 'Student-initiated workshops - Singapore University of Technology ...', 'url': 'https://www.sutd.edu.sg/campus-life/undergraduate-opportunities-programme/utop/student-initiated-workshops/', 'content': 'This workshop series aims to help participants in building up their Electronics skills. Participants will be introduced to common electronics components (like', 'score': 0.82117355}, {'title': 'Campus life - Singapore University of Technology and Design ...', 'url': 'https://www.sutd.edu.sg/campus-life/', 'content': 'Missing: Electronics events', 'score': 0.72977066}, {'title': 'Reflections about SUTD after 1 year (for incoming students) - Reddit', 'url': 'https://www.reddit.com/r/sutd/comments/n3a6eq/reflections_about_sutd_after_1_year_for_incoming/', 'content': 'Missing: Electronics events', 'score': 0.64128816}]
--- END OF CONTEXT ---
Response:
|
Yes, SUTD offers student-initiated workshops focused on building electronics skills. These workshops introduce participants to common electronics components.
|
[
{
"title": "Student-initiated workshops - Singapore University of Technology ...",
"url": "https://www.sutd.edu.sg/campus-life/undergraduate-opportunities-programme/utop/student-initiated-workshops/",
"content": "This workshop series aims to help participants in building up their Electronics skills. Participants will be introduced to common electronics components (like",
"score": 0.82117355
},
{
"title": "Campus life - Singapore University of Technology and Design ...",
"url": "https://www.sutd.edu.sg/campus-life/",
"content": "Missing: Electronics events",
"score": 0.72977066
},
{
"title": "Reflections about SUTD after 1 year (for incoming students) - Reddit",
"url": "https://www.reddit.com/r/sutd/comments/n3a6eq/reflections_about_sutd_after_1_year_for_incoming/",
"content": "Missing: Electronics events",
"score": 0.64128816
}
] | 0.9
|
Does SUTD collaborate with other universities or industry partners on research related to cyber-physical learning?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Does SUTD collaborate with other universities or industry partners on research related to cyber-physical learning?"
Context:
--- START OF CONTEXT ---
[{'title': 'The Singapore University of Technology and Design signs research ...', 'url': 'https://www.prnewswire.com/news-releases/the-singapore-university-of-technology-and-design-signs-research-collaboration-agreement-with-mexican-top-private-university-tecnologico-de-monterrey-301660524.html', 'content': 'collaboration is an important start and SUTD looks forward to furthering the partnership with Tec in years to come. In a similar vein, SUTD also looks forward to work with more like-minded partners across academia and industry and from local and global landscapes to make cyber-physical learning a reality." [...] SINGAPORE, Oct. 27, 2022 /PRNewswire/ -- The Singapore University of Technology and Design (SUTD)\xa0 and Tecnológico de Monterrey (Tec) through its Institute for the Future of Education,\xa0 signed a research collaboration agreement to improve the cyber physical learning of students and teachers in Singapore and Mexico. [...] Furthermore, Michael Fung, Executive Director of the Institute for the Future of Education of Tecnológico de Monterrey emphasized the importance of this kind of agreements between both universities: "Conducting joint experiments to test innovative cross-border educational models will be key to developing effective cyber-physical learning environments. This collaborative project with SUTD\'s campusX initiative will increase learning opportunities for global higher education audiences,', 'score': 0.92005306}, {'title': 'Cyber-physical learning proposed by Tec de Monterrey and SUTD', 'url': 'https://conecta.tec.mx/en/news/national/education/cyber-physical-learning-proposed-tec-de-monterrey-and-sutd', 'content': 'Singapore University of Technology and Design and Tec de Monterrey have signed a collaborative research agreement.', 'score': 0.8479807}, {'title': '[PDF] A WHITE PAPER ON CYBER-PHYSICAL LEARNING', 'url': 'https://dorienherremans.com/sites/default/files/LSL_WhitePaper_Cyber-physical-Campus-Higher-Education.pdf', 'content': 'The 2022 NTEL conference is hosted by the Singapore University of Technology and Design (SUTD) in collaboration with the other AUs on 27 and 28', 'score': 0.84767824}]
--- END OF CONTEXT ---
Response:
|
Yes, SUTD collaborates with other universities and industry partners on research related to cyber-physical learning. For example, SUTD and Tecnológico de Monterrey (Tec) have a research collaboration agreement to improve cyber-physical learning for students and teachers in Singapore and Mexico. SUTD also aims to work with more partners across academia and industry to advance cyber-physical learning.
|
[
{
"title": "The Singapore University of Technology and Design signs research ...",
"url": "https://www.prnewswire.com/news-releases/the-singapore-university-of-technology-and-design-signs-research-collaboration-agreement-with-mexican-top-private-university-tecnologico-de-monterrey-301660524.html",
"content": "collaboration is an important start and SUTD looks forward to furthering the partnership with Tec in years to come. In a similar vein, SUTD also looks forward to work with more like-minded partners across academia and industry and from local and global landscapes to make cyber-physical learning a reality.\" [...] SINGAPORE, Oct. 27, 2022 /PRNewswire/ -- The Singapore University of Technology and Design (SUTD) and Tecnológico de Monterrey (Tec) through its Institute for the Future of Education, signed a research collaboration agreement to improve the cyber physical learning of students and teachers in Singapore and Mexico. [...] Furthermore, Michael Fung, Executive Director of the Institute for the Future of Education of Tecnológico de Monterrey emphasized the importance of this kind of agreements between both universities: \"Conducting joint experiments to test innovative cross-border educational models will be key to developing effective cyber-physical learning environments. This collaborative project with SUTD's campusX initiative will increase learning opportunities for global higher education audiences,",
"score": 0.92005306
},
{
"title": "Cyber-physical learning proposed by Tec de Monterrey and SUTD",
"url": "https://conecta.tec.mx/en/news/national/education/cyber-physical-learning-proposed-tec-de-monterrey-and-sutd",
"content": "Singapore University of Technology and Design and Tec de Monterrey have signed a collaborative research agreement.",
"score": 0.8479807
},
{
"title": "[PDF] A WHITE PAPER ON CYBER-PHYSICAL LEARNING",
"url": "https://dorienherremans.com/sites/default/files/LSL_WhitePaper_Cyber-physical-Campus-Higher-Education.pdf",
"content": "The 2022 NTEL conference is hosted by the Singapore University of Technology and Design (SUTD) in collaboration with the other AUs on 27 and 28",
"score": 0.84767824
}
] | 0.95
|
Besides clubs, what other extracurricular Undergraduate Opportunities are available for students to participate in at SUTD?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Besides clubs, what other extracurricular Undergraduate Opportunities are available for students to participate in at SUTD?"
Context:
--- START OF CONTEXT ---
[{'title': 'Undergraduate Research Opportunities Programme (UROP) - SUTD', 'url': 'https://www.sutd.edu.sg/campus-life/undergraduate-opportunities-programme/urop/overview/', 'content': 'Missing: Besides clubs, extracurricular', 'score': 0.86358756}, {'title': 'What are the research opportunities available in SUTD for ...', 'url': 'https://www.sutd.edu.sg/faq/what-are-the-research-opportunities-available-in-sutd-for-undergraduates/', 'content': 'Missing: Besides clubs, extracurricular', 'score': 0.7244226}, {'title': 'Student life - Singapore University of Technology and Design (SUTD)', 'url': 'https://www.sutd.edu.sg/campus-life/student-life/', 'content': 'Also known as co-curricular activities, SUTD offers a range of Fifth Rows. Explore over 80 Student Organisations and various Undergraduate Opportunities', 'score': 0.6342494}]
--- END OF CONTEXT ---
Response:
|
SUTD offers a range of Undergraduate Opportunities, also known as co-curricular activities, in addition to over 80 Student Organisations (Fifth Rows). One example of such opportunities is the Undergraduate Research Opportunities Programme (UROP).
|
[
{
"title": "Undergraduate Research Opportunities Programme (UROP) - SUTD",
"url": "https://www.sutd.edu.sg/campus-life/undergraduate-opportunities-programme/urop/overview/",
"content": "Missing: Besides clubs, extracurricular",
"score": 0.86358756
},
{
"title": "What are the research opportunities available in SUTD for ...",
"url": "https://www.sutd.edu.sg/faq/what-are-the-research-opportunities-available-in-sutd-for-undergraduates/",
"content": "Missing: Besides clubs, extracurricular",
"score": 0.7244226
},
{
"title": "Student life - Singapore University of Technology and Design (SUTD)",
"url": "https://www.sutd.edu.sg/campus-life/student-life/",
"content": "Also known as co-curricular activities, SUTD offers a range of Fifth Rows. Explore over 80 Student Organisations and various Undergraduate Opportunities",
"score": 0.6342494
}
] | 0.85
|
What scholarship opportunities are available for international students pursuing undergraduate at SUTD?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What scholarship opportunities are available for international students pursuing undergraduate at SUTD?"
Context:
--- START OF CONTEXT ---
[{'title': 'Scholarships administered by SUTD - Singapore University of ...', 'url': 'https://www.sutd.edu.sg/admissions/undergraduate/scholarship/sutd-administered/', 'content': 'For international students. SUTD Rainmaker (International) Scholarship (new in AY2025); SUTD Trailblazers (International) Scholarship (new in AY2025); SUTD', 'score': 0.88420963}, {'title': 'Architecture Scholarships for International Students at SUTD in ...', 'url': 'https://scholarship-positions.com/architecture-scholarships-international-students-sutd-singapore/2018/01/13/', 'content': 'The Singapore University of Technology and Design (SUTD) is inviting applications for Far East Engineering / Architecture Scholarship.', 'score': 0.85624856}, {'title': 'SUTD Trailblazers (International) Scholarship - Singapore', 'url': 'https://www.sutd.edu.sg/admissions/undergraduate/scholarship/sutd-administered/sutd-trailblazers-scholarship-intl/', 'content': 'The SUTD Trailblazers (International) Scholarship empowers high-performing students who exhibit outstanding potential to lead and make an impact.', 'score': 0.82254606}]
--- END OF CONTEXT ---
Response:
|
SUTD offers several scholarships for international undergraduate students. These include the SUTD Rainmaker (International) Scholarship and the SUTD Trailblazers (International) Scholarship, both new in AY2025. The SUTD Trailblazers Scholarship, for example, supports high-performing students with leadership potential. You may also want to look into the Far East Engineering / Architecture Scholarship.
|
[
{
"title": "Scholarships administered by SUTD - Singapore University of ...",
"url": "https://www.sutd.edu.sg/admissions/undergraduate/scholarship/sutd-administered/",
"content": "For international students. SUTD Rainmaker (International) Scholarship (new in AY2025); SUTD Trailblazers (International) Scholarship (new in AY2025); SUTD",
"score": 0.88420963
},
{
"title": "Architecture Scholarships for International Students at SUTD in ...",
"url": "https://scholarship-positions.com/architecture-scholarships-international-students-sutd-singapore/2018/01/13/",
"content": "The Singapore University of Technology and Design (SUTD) is inviting applications for Far East Engineering / Architecture Scholarship.",
"score": 0.85624856
},
{
"title": "SUTD Trailblazers (International) Scholarship - Singapore",
"url": "https://www.sutd.edu.sg/admissions/undergraduate/scholarship/sutd-administered/sutd-trailblazers-scholarship-intl/",
"content": "The SUTD Trailblazers (International) Scholarship empowers high-performing students who exhibit outstanding potential to lead and make an impact.",
"score": 0.82254606
}
] | 0.95
|
What funding or scholarships are available to SUTD students participating in global exposure programs like Global Leadership Programme?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What funding or scholarships are available to SUTD students participating in global exposure programs like Global Leadership Programme?"
Context:
--- START OF CONTEXT ---
[{'title': '[Bachelor Degree] SUTD Global Excellence Scholarship 2021 ...', 'url': 'http://www.info-scholarship.com/2020/01/bachelor-degree-sutd-global-excellence.html', 'content': 'Additionally, recipients of this prestigious scholarship will enjoy a generous stipend, as well as sponsorship for a guaranteed choice overseas experience under the Global Leadership Programme (GLP) - a summer programme of at least 8 weeks duration at one of SUTD’s partner institutions overseas - in North America, Europe and Asia. The list of summer programmes offered by partner institutions under GLP can be found here. Finally, recipients of the SUTD Global Excellence Scholarship will also [...] the subsidised\n tuition fees (after Tuition Grant) for the normal duration (up to four \nyears) of the respective bachelor degree programmes at SUTD;\nan \noptional grant of up to S$15,000 to cover the tuition fees for a \npostgraduate degree programme at either SUTD or SMU (for eligible \ncourses^) within 3 years upon graduating from SUTD;\nprogramme fees and travel grant for the Global Leadership Programme (GLP); \nallowance of S$5,000 every 2 terms; and [...] The SUTD Global Excellence Scholarship is dedicated to further realising these students’ potential through supporting their personal development, including option for postgraduate studies, global exposure, and more. On top of a fully covered undergraduate education, the scholarship provides a grant to support the tuition fees for students who wish to further their studies, either at SUTD or SMU (for eligible courses^) within three years upon their graduation from SUTD.', 'score': 0.7587435}, {'title': 'Global leadership program (summer program) : r/sutd - Reddit', 'url': 'https://www.reddit.com/r/sutd/comments/noa83g/global_leadership_program_summer_program/', 'content': 'I went for the DATE programme under GLP. Its a 3-months exchange/intern to China. Had to pay everything myself but the programme actually offers grants.', 'score': 0.6450534}, {'title': 'Scholarships and Awards - Singapore - SUTD', 'url': 'https://www.sutd.edu.sg/campus-life/global-experience-and-exchange/scholarships-and-awards', 'content': 'These exchange scholarships and awards will help eligible students participating in the various exchange programmes to fund your overseas exposure.', 'score': 0.6437107}]
--- END OF CONTEXT ---
Response:
|
The SUTD Global Excellence Scholarship provides funding for the Global Leadership Programme (GLP), covering programme fees and offering a travel grant. Some GLP programmes may also offer grants. Additionally, there are exchange scholarships and awards available to help eligible students fund their overseas exposure programmes.
|
[
{
"title": "[Bachelor Degree] SUTD Global Excellence Scholarship 2021 ...",
"url": "http://www.info-scholarship.com/2020/01/bachelor-degree-sutd-global-excellence.html",
"content": "Additionally, recipients of this prestigious scholarship will enjoy a generous stipend, as well as sponsorship for a guaranteed choice overseas experience under the Global Leadership Programme (GLP) - a summer programme of at least 8 weeks duration at one of SUTD’s partner institutions overseas - in North America, Europe and Asia. The list of summer programmes offered by partner institutions under GLP can be found here. Finally, recipients of the SUTD Global Excellence Scholarship will also [...] the subsidised\n tuition fees (after Tuition Grant) for the normal duration (up to four \nyears) of the respective bachelor degree programmes at SUTD;\nan \noptional grant of up to S$15,000 to cover the tuition fees for a \npostgraduate degree programme at either SUTD or SMU (for eligible \ncourses^) within 3 years upon graduating from SUTD;\nprogramme fees and travel grant for the Global Leadership Programme (GLP); \nallowance of S$5,000 every 2 terms; and [...] The SUTD Global Excellence Scholarship is dedicated to further realising these students’ potential through supporting their personal development, including option for postgraduate studies, global exposure, and more. On top of a fully covered undergraduate education, the scholarship provides a grant to support the tuition fees for students who wish to further their studies, either at SUTD or SMU (for eligible courses^) within three years upon their graduation from SUTD.",
"score": 0.7587435
},
{
"title": "Global leadership program (summer program) : r/sutd - Reddit",
"url": "https://www.reddit.com/r/sutd/comments/noa83g/global_leadership_program_summer_program/",
"content": "I went for the DATE programme under GLP. Its a 3-months exchange/intern to China. Had to pay everything myself but the programme actually offers grants.",
"score": 0.6450534
},
{
"title": "Scholarships and Awards - Singapore - SUTD",
"url": "https://www.sutd.edu.sg/campus-life/global-experience-and-exchange/scholarships-and-awards",
"content": "These exchange scholarships and awards will help eligible students participating in the various exchange programmes to fund your overseas exposure.",
"score": 0.6437107
}
] | 0.9
|
Does SUTD offer any global innovation programs or workshops during September-December?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Does SUTD offer any global innovation programs or workshops during September-December?"
Context:
--- START OF CONTEXT ---
[{'title': 'Singapore University of Technology and Design | Go Global', 'url': 'https://goglobal.ubc.ca/go-global/programs-ubc-students/exchange/singapore-university-technology-and-design', 'content': 'Global conferences & special programs · Student resources · Visiting ... Term dates. UBC Term 1 (SUTD Fall Term): Early September to Mid-December; UBC', 'score': 0.7604555}, {'title': 'Summer Programmes - Singapore University of Technology and ...', 'url': 'https://www.sutd.edu.sg/campus-life/global-experience-and-exchange/summer-programmes/', 'content': 'Missing: workshops December?', 'score': 0.6867278}, {'title': 'Events - SUTD Venture, Innovation and Entrepreneurship', 'url': 'https://www.sutdvie.com/events', 'content': "In each session, we dive into one specific problem statement sourced directly from our industry partners. Through interactive workshops, you'll explore various ideation tools and techniques aimed at developing innovative solutions for these real-world challenges. [...] Throughout the workshop, you'll have the opportunity to experiment with different ideation methodologies, gaining hands-on experience in creative problem-solving. Whether you're a seasoned entrepreneur or just starting your journey, these workshops provide a supportive environment for honing your ideation skills. [...] Throughout the workshop, you'll have the opportunity to experiment with different ideation methodologies, gaining hands-on experience in creative problem-solving. Whether you're a seasoned entrepreneur or just starting your journey, these workshops provide a supportive environment for honing your ideation skills.", 'score': 0.5697814}]
--- END OF CONTEXT ---
Response:
|
SUTD's Fall Term runs from early September to mid-December. SUTD Venture, Innovation, and Entrepreneurship (VIE) hosts interactive workshops where you can develop innovative solutions to real-world challenges from industry partners. These workshops provide hands-on experience in creative problem-solving.
|
[
{
"title": "Singapore University of Technology and Design | Go Global",
"url": "https://goglobal.ubc.ca/go-global/programs-ubc-students/exchange/singapore-university-technology-and-design",
"content": "Global conferences & special programs · Student resources · Visiting ... Term dates. UBC Term 1 (SUTD Fall Term): Early September to Mid-December; UBC",
"score": 0.7604555
},
{
"title": "Summer Programmes - Singapore University of Technology and ...",
"url": "https://www.sutd.edu.sg/campus-life/global-experience-and-exchange/summer-programmes/",
"content": "Missing: workshops December?",
"score": 0.6867278
},
{
"title": "Events - SUTD Venture, Innovation and Entrepreneurship",
"url": "https://www.sutdvie.com/events",
"content": "In each session, we dive into one specific problem statement sourced directly from our industry partners. Through interactive workshops, you'll explore various ideation tools and techniques aimed at developing innovative solutions for these real-world challenges. [...] Throughout the workshop, you'll have the opportunity to experiment with different ideation methodologies, gaining hands-on experience in creative problem-solving. Whether you're a seasoned entrepreneur or just starting your journey, these workshops provide a supportive environment for honing your ideation skills. [...] Throughout the workshop, you'll have the opportunity to experiment with different ideation methodologies, gaining hands-on experience in creative problem-solving. Whether you're a seasoned entrepreneur or just starting your journey, these workshops provide a supportive environment for honing your ideation skills.",
"score": 0.5697814
}
] | 0.85
|
Does SUTD offer specific financial aid or grants for students from international?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Does SUTD offer specific financial aid or grants for students from international?"
Context:
--- START OF CONTEXT ---
[{'title': 'SUTD Tuition Fee International Students 2025 - Pricesgd.com', 'url': 'https://www.pricesgd.com/sutd-tuition-fee/', 'content': 'Understanding the SUTD Tuition Fee breakdown is essential for effective financial planning. To further support students, the Singapore University of Technology and Design (SUTD) offers a variety of financial aid options to alleviate the financial burden of higher education.\n\n1. Government Bursaries\n\nSUTD students who are Singapore Citizens may apply for government bursaries, which are needs-based financial aids provided by the Ministry of Education (MOE). These bursaries include: [...] SUTD offers various study and bursary awards funded by donors to support students financially. These awards typically range from S$3,000 to S$10,000 per academic year and are available to students who meet specific eligibility criteria, such as financial need, academic performance, or community involvement.\n\n4. Loan Schemes\n\nFor students requiring additional financial assistance, several loan schemes are available:\n\n5. Post-Secondary Education Account (PSEA) [...] 4. Additional Costs\n\nBeyond tuition fees, students should consider other expenses:\n\n5. Financial Aid and Scholarships\n\nSUTD provides various financial assistance options:\n\nUnderstanding the SUTD Tuition Fee breakdown enables prospective students to plan their finances effectively, ensuring a smooth academic journey at SUTD.\n\nRead our other interesting articles:\n\nJosiah Montessori Fees in Singapore 2025\n\nNanyang Kindergarten Fee in Singapore 2025\n\nFinancial Aid Options for SUTD Students', 'score': 0.8559598}, {'title': 'Is there financial aid for International Students? - Singapore - SUTD', 'url': 'https://www.sutd.edu.sg/faq/is-there-financial-aid-for-international-students/', 'content': 'Financial aid for International Students are very limited . International Students may apply for Tuition Fee Loan and Study Loan to help defray your tuition fees. It is important to note that the loan amount is capped at the tuition fees for a Singapore Citizen.', 'score': 0.8201387}, {'title': 'r/sutd on Reddit: No scholarship offered… Any financial aid to apply ...', 'url': 'https://www.reddit.com/r/sutd/comments/1cmauyj/no_scholarship_offered_any_financial_aid_to_apply/', 'content': 'No scholarship offered… Any financial aid to apply for international students after getting offer? Scholarships and Finance.', 'score': 0.81770587}]
--- END OF CONTEXT ---
Response:
|
SUTD offers limited financial aid options for international students. You may apply for Tuition Fee Loans and Study Loans to help cover your tuition fees, but the loan amount is capped at the tuition fees for a Singapore Citizen. Keep in mind that there may be other donor-funded study and bursary awards available based on specific eligibility criteria.
|
[
{
"title": "SUTD Tuition Fee International Students 2025 - Pricesgd.com",
"url": "https://www.pricesgd.com/sutd-tuition-fee/",
"content": "Understanding the SUTD Tuition Fee breakdown is essential for effective financial planning. To further support students, the Singapore University of Technology and Design (SUTD) offers a variety of financial aid options to alleviate the financial burden of higher education.\n\n1. Government Bursaries\n\nSUTD students who are Singapore Citizens may apply for government bursaries, which are needs-based financial aids provided by the Ministry of Education (MOE). These bursaries include: [...] SUTD offers various study and bursary awards funded by donors to support students financially. These awards typically range from S$3,000 to S$10,000 per academic year and are available to students who meet specific eligibility criteria, such as financial need, academic performance, or community involvement.\n\n4. Loan Schemes\n\nFor students requiring additional financial assistance, several loan schemes are available:\n\n5. Post-Secondary Education Account (PSEA) [...] 4. Additional Costs\n\nBeyond tuition fees, students should consider other expenses:\n\n5. Financial Aid and Scholarships\n\nSUTD provides various financial assistance options:\n\nUnderstanding the SUTD Tuition Fee breakdown enables prospective students to plan their finances effectively, ensuring a smooth academic journey at SUTD.\n\nRead our other interesting articles:\n\nJosiah Montessori Fees in Singapore 2025\n\nNanyang Kindergarten Fee in Singapore 2025\n\nFinancial Aid Options for SUTD Students",
"score": 0.8559598
},
{
"title": "Is there financial aid for International Students? - Singapore - SUTD",
"url": "https://www.sutd.edu.sg/faq/is-there-financial-aid-for-international-students/",
"content": "Financial aid for International Students are very limited . International Students may apply for Tuition Fee Loan and Study Loan to help defray your tuition fees. It is important to note that the loan amount is capped at the tuition fees for a Singapore Citizen.",
"score": 0.8201387
},
{
"title": "r/sutd on Reddit: No scholarship offered… Any financial aid to apply ...",
"url": "https://www.reddit.com/r/sutd/comments/1cmauyj/no_scholarship_offered_any_financial_aid_to_apply/",
"content": "No scholarship offered… Any financial aid to apply for international students after getting offer? Scholarships and Finance.",
"score": 0.81770587
}
] | 0.9
|
How accessible is the SUTD campus to public transportation, and what are the nearby Train options?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "How accessible is the SUTD campus to public transportation, and what are the nearby Train options?"
Context:
--- START OF CONTEXT ---
[{'title': 'Getting Around Singapore - ezyMRI NerdFest - Sciencesconf', 'url': 'https://ezymri-nerdfest.sciencesconf.org/page/get_around_singapore?lang=en', 'content': 'waiting or less\xa0is S$0.25 - 0.34.Following are the options,Zig (ComfortDelgro):+6565521111Premier Taxis:+6563636888Transcab:+6565553333Maxicab(7 seaters):+6588006006Getting to the Conference Venue (SUTD)The conference is held at the following address:Singapore University of Technology and Design (SUTD)8 Somapah RoadSingapore 487372If you are getting here by Train:Alight at Upper Changi Station (DT34) on the Downtown Line. Take exit EIf you are getting here by Bus:- Alight at Bus Stop B96449, [...] Maxicab (7 seaters): +65 88006006\n\nGetting to the Conference Venue (SUTD)\n\nThe conference is held at the following address:\n\nSingapore University of Technology and Design (SUTD)\xa08 Somapah Road\xa0Singapore 487372\n\nIf you are getting here by Train:\n\nAlight at Upper Changi Station (DT34) on the Downtown Line. Take exit E\n\nIf you are getting here by Bus:\n\n- Alight at Bus Stop B96449, SUTD or B96441 Opp. SUTD when taking Bus Service Number 20 [...] SUTD or B96441 Opp. SUTD when taking Bus Service Number 20- Alight at Bus Stop B96041, Upper Changi Station/Opp SUTD or B96049, Upper Changi Station/SUTD when taking Bus Service Numbers 2, 5, and 24Once you get to the University,way-finderswill be around to help guide you to the conference. Comprehensive instructionson how to get to the University are available on the University’s website athttps://www.sutd.edu.sg/About/Contact-Us/Getting-Here', 'score': 0.74563974}, {'title': 'Getting to SUTD - Singapore Kendo Club', 'url': 'https://singaporekendo.org/news/getting-to-SUTD', 'content': 'Getting to SUTD\n\nSUTD Sports Complex\n\nBy Train\n\nAlight at Upper Changi MRT DT34 and take Exit B - the campus will be on your left when you exit the station.\n\n\n\nBy Bus\n\nService No. 20Alight at one of the bus stops along Somapah Road and walk in.\n\nBus Stop No. 96449: SUTD\n\nBus Stop No. 96441: Opposite SUTD\n\nService No. 2, 5, 24Alight at one of the bus stops along Upper Changi Road East and walk in.\n\nBus Stop No. 96041: Upper Changi Road East, Before Tropicana Condo', 'score': 0.7429634}, {'title': 'Airport & Transportation - iTrust SUTD', 'url': 'https://itrust.sutd.edu.sg/hase2017/transportation-airport/', 'content': 'By Mass Rapid Transit (MRT) train. The Changi Airport MRT station is accessible by foot from Terminal 2 or Terminal 3. · By Public Bus. Take public bus service', 'score': 0.72907686}]
--- END OF CONTEXT ---
Response:
|
SUTD is accessible via public transportation. The nearest MRT station is Upper Changi Station (DT34) on the Downtown Line. You can take Exit E from the station. Several bus services also stop near SUTD, including services 2, 5, 20, and 24.
|
[
{
"title": "Getting Around Singapore - ezyMRI NerdFest - Sciencesconf",
"url": "https://ezymri-nerdfest.sciencesconf.org/page/get_around_singapore?lang=en",
"content": "waiting or less is S$0.25 - 0.34.Following are the options,Zig (ComfortDelgro):+6565521111Premier Taxis:+6563636888Transcab:+6565553333Maxicab(7 seaters):+6588006006Getting to the Conference Venue (SUTD)The conference is held at the following address:Singapore University of Technology and Design (SUTD)8 Somapah RoadSingapore 487372If you are getting here by Train:Alight at Upper Changi Station (DT34) on the Downtown Line. Take exit EIf you are getting here by Bus:- Alight at Bus Stop B96449, [...] Maxicab (7 seaters): +65 88006006\n\nGetting to the Conference Venue (SUTD)\n\nThe conference is held at the following address:\n\nSingapore University of Technology and Design (SUTD) 8 Somapah Road Singapore 487372\n\nIf you are getting here by Train:\n\nAlight at Upper Changi Station (DT34) on the Downtown Line. Take exit E\n\nIf you are getting here by Bus:\n\n- Alight at Bus Stop B96449, SUTD or B96441 Opp. SUTD when taking Bus Service Number 20 [...] SUTD or B96441 Opp. SUTD when taking Bus Service Number 20- Alight at Bus Stop B96041, Upper Changi Station/Opp SUTD or B96049, Upper Changi Station/SUTD when taking Bus Service Numbers 2, 5, and 24Once you get to the University,way-finderswill be around to help guide you to the conference. Comprehensive instructionson how to get to the University are available on the University’s website athttps://www.sutd.edu.sg/About/Contact-Us/Getting-Here",
"score": 0.74563974
},
{
"title": "Getting to SUTD - Singapore Kendo Club",
"url": "https://singaporekendo.org/news/getting-to-SUTD",
"content": "Getting to SUTD\n\nSUTD Sports Complex\n\nBy Train\n\nAlight at Upper Changi MRT DT34 and take Exit B - the campus will be on your left when you exit the station.\n\n\n\nBy Bus\n\nService No. 20Alight at one of the bus stops along Somapah Road and walk in.\n\nBus Stop No. 96449: SUTD\n\nBus Stop No. 96441: Opposite SUTD\n\nService No. 2, 5, 24Alight at one of the bus stops along Upper Changi Road East and walk in.\n\nBus Stop No. 96041: Upper Changi Road East, Before Tropicana Condo",
"score": 0.7429634
},
{
"title": "Airport & Transportation - iTrust SUTD",
"url": "https://itrust.sutd.edu.sg/hase2017/transportation-airport/",
"content": "By Mass Rapid Transit (MRT) train. The Changi Airport MRT station is accessible by foot from Terminal 2 or Terminal 3. · By Public Bus. Take public bus service",
"score": 0.72907686
}
] | 0.95
|
What sports Indoor Sports Hall are available to students at SUTD?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What sports Indoor Sports Hall are available to students at SUTD?"
Context:
--- START OF CONTEXT ---
[{'title': 'Singapore University of Technology and Design - iSchoolConnect', 'url': 'https://ischoolconnect.com/blog/singapore-university-of-technology-and-design/', 'content': 'Indoor sports. Badminton courts; Basketball courts; Dance/aerobics studio; Fitness center; Floorball court; Handball court; Rock climbing wall', 'score': 0.8025714}, {'title': 'Housing Recreation - SUTD Virtual Campus', 'url': 'https://virtual.opensutd.org/housing/', 'content': 'The sports and recreational centre has 2 indoor sports halls that are mainly used as training spaces\r\n\t\t\t\t\tand as event venues. They are open for booking by fifth rows and the public for training sessions\r\n\t\t\t\t\tand as event venues.\n\nPool\n\nThere is an olympic sized swimming pool that is open to all students during the opening hours,\r\n\t\t\t\t\tperfect for use on a hot day.\n\nDance Studio [...] The Sports and Recreation Centre has a wide range of facilities to cater to the different interests\r\n\t\t\t\t\tand needs of its students and staff. Vending machines and benches also make it easy for students to\r\n\t\t\t\t\tgrab a quick supper or drink after a good workout session.\n\nGym\n\nThe equipment and space in the gym is open for all students during its opening hours. Run by staff\r\n\t\t\t\t\tmembers, the gym is a good place to work out after a day in class.\n\nIndoor Sports Hall [...] The multiple dance studios mainly allow for the various dance and martial art Fifth Rows to have a\r\n\t\t\t\t\tformal space to practice with its wooden floors and mirrors.\n\nTrack / Field\n\nThe track and the field is one part of the sports and recreational centre that is impossible to\r\n\t\t\t\t\tmiss. It is open to all students and staff till 11pm daily, and is commonly used by the sports\r\n\t\t\t\t\tcluster for their training sessions.\n\nChinese Structures\n\nChinese Structures', 'score': 0.78709817}, {'title': 'Sports and Recreation Centre - Singapore University of Technology ...', 'url': 'https://www.sutd.edu.sg/campus-life/sports-and-recreation-centre/', 'content': 'Indoor Facilities · Badminton Courts · Basketball Courts · Dance/Aerobics Studios · Fitness Centre · Floorball Court · Handball Court · Indoor Sports Hall · Rock', 'score': 0.7393665}]
--- END OF CONTEXT ---
Response:
|
The Indoor Sports Hall at SUTD offers Badminton courts, Basketball courts, a Dance/aerobics studio, a Fitness center, a Floorball court, a Handball court and a Rock climbing wall. There are 2 indoor sports halls that are mainly used as training spaces and event venues.
|
[
{
"title": "Singapore University of Technology and Design - iSchoolConnect",
"url": "https://ischoolconnect.com/blog/singapore-university-of-technology-and-design/",
"content": "Indoor sports. Badminton courts; Basketball courts; Dance/aerobics studio; Fitness center; Floorball court; Handball court; Rock climbing wall",
"score": 0.8025714
},
{
"title": "Housing Recreation - SUTD Virtual Campus",
"url": "https://virtual.opensutd.org/housing/",
"content": "The sports and recreational centre has 2 indoor sports halls that are mainly used as training spaces\r\n\t\t\t\t\tand as event venues. They are open for booking by fifth rows and the public for training sessions\r\n\t\t\t\t\tand as event venues.\n\nPool\n\nThere is an olympic sized swimming pool that is open to all students during the opening hours,\r\n\t\t\t\t\tperfect for use on a hot day.\n\nDance Studio [...] The Sports and Recreation Centre has a wide range of facilities to cater to the different interests\r\n\t\t\t\t\tand needs of its students and staff. Vending machines and benches also make it easy for students to\r\n\t\t\t\t\tgrab a quick supper or drink after a good workout session.\n\nGym\n\nThe equipment and space in the gym is open for all students during its opening hours. Run by staff\r\n\t\t\t\t\tmembers, the gym is a good place to work out after a day in class.\n\nIndoor Sports Hall [...] The multiple dance studios mainly allow for the various dance and martial art Fifth Rows to have a\r\n\t\t\t\t\tformal space to practice with its wooden floors and mirrors.\n\nTrack / Field\n\nThe track and the field is one part of the sports and recreational centre that is impossible to\r\n\t\t\t\t\tmiss. It is open to all students and staff till 11pm daily, and is commonly used by the sports\r\n\t\t\t\t\tcluster for their training sessions.\n\nChinese Structures\n\nChinese Structures",
"score": 0.78709817
},
{
"title": "Sports and Recreation Centre - Singapore University of Technology ...",
"url": "https://www.sutd.edu.sg/campus-life/sports-and-recreation-centre/",
"content": "Indoor Facilities · Badminton Courts · Basketball Courts · Dance/Aerobics Studios · Fitness Centre · Floorball Court · Handball Court · Indoor Sports Hall · Rock",
"score": 0.7393665
}
] | 0.95
|
Are there opportunities for SUTD students to participate in international research collaborations related to learning sciences?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "Are there opportunities for SUTD students to participate in international research collaborations related to learning sciences?"
Context:
--- START OF CONTEXT ---
[{'title': 'MIT signs formal agreement with Singapore University of ...', 'url': 'https://news.mit.edu/2010/sutd-mit', 'content': 'These strategic alliances are designed to offer SUTD students and faculty rich opportunities for international collaborations and global', 'score': 0.8156003}, {'title': 'Singapore University of Technology and Design - Academics - UCEAP', 'url': 'https://uceap.universityofcalifornia.edu/programs/singapore-university-technology-and-design/academics', 'content': 'SUTD provides the opportunity for part-time research through the\xa0Inbound International Undergraduate Research Opportunities Programme (iUROP). You can opt to take the iUROP Mezzo or Meta research course for academic credit. Research courses are graded pass/no pass only.\n\nCatalogs and resources\n\nAcademic culture [...] Singapore University of Technology and Design\n\nBreadcrumb\n\nProgram Details\n\nAcademics\n\nFields of Study: Engineering, Humanities, and Social Sciences\n\nThe Singapore University of Technology and Design (SUTD) offers an innovative hands-on, design focused, and multidisciplinary curriculum for engineering students. Courses in humanities, arts, and social sciences complement the engineering curriculum and promotes soft skills like problem-solving, creative thinking, and continuous learning. [...] beyond the knowledge taught in classes (as opposed to lecture-style teaching) and reach out to faculty and teaching assistants for constructive debate and discussions.', 'score': 0.7769112}, {'title': 'Outbound iUROP - Singapore University of Technology and Design ...', 'url': 'https://www.sutd.edu.sg/campus-life/undergraduate-opportunities-programme/urop/outbound-iurop/', 'content': 'Embark on outbound iUROP for an enriching research experience with our collaborating universities or through faculty-collaborated projects . This exchange allows SUTD undergraduates to explore exciting research possibilities beyond our shores and immerse in overseas research culture.', 'score': 0.75377536}]
--- END OF CONTEXT ---
Response:
|
Yes, SUTD offers opportunities for international research collaborations through programs like the Inbound International Undergraduate Research Opportunities Programme (iUROP) and Outbound iUROP. These programs allow students to engage in research with collaborating universities and faculty-collaborated projects, providing enriching experiences and exposure to overseas research culture.
|
[
{
"title": "MIT signs formal agreement with Singapore University of ...",
"url": "https://news.mit.edu/2010/sutd-mit",
"content": "These strategic alliances are designed to offer SUTD students and faculty rich opportunities for international collaborations and global",
"score": 0.8156003
},
{
"title": "Singapore University of Technology and Design - Academics - UCEAP",
"url": "https://uceap.universityofcalifornia.edu/programs/singapore-university-technology-and-design/academics",
"content": "SUTD provides the opportunity for part-time research through the Inbound International Undergraduate Research Opportunities Programme (iUROP). You can opt to take the iUROP Mezzo or Meta research course for academic credit. Research courses are graded pass/no pass only.\n\nCatalogs and resources\n\nAcademic culture [...] Singapore University of Technology and Design\n\nBreadcrumb\n\nProgram Details\n\nAcademics\n\nFields of Study: Engineering, Humanities, and Social Sciences\n\nThe Singapore University of Technology and Design (SUTD) offers an innovative hands-on, design focused, and multidisciplinary curriculum for engineering students. Courses in humanities, arts, and social sciences complement the engineering curriculum and promotes soft skills like problem-solving, creative thinking, and continuous learning. [...] beyond the knowledge taught in classes (as opposed to lecture-style teaching) and reach out to faculty and teaching assistants for constructive debate and discussions.",
"score": 0.7769112
},
{
"title": "Outbound iUROP - Singapore University of Technology and Design ...",
"url": "https://www.sutd.edu.sg/campus-life/undergraduate-opportunities-programme/urop/outbound-iurop/",
"content": "Embark on outbound iUROP for an enriching research experience with our collaborating universities or through faculty-collaborated projects . This exchange allows SUTD undergraduates to explore exciting research possibilities beyond our shores and immerse in overseas research culture.",
"score": 0.75377536
}
] | 0.85
|
What career opportunities are typically available to SUTD graduates with a degree in Engineering?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What career opportunities are typically available to SUTD graduates with a degree in Engineering?"
Context:
--- START OF CONTEXT ---
[{'title': 'Singapore University of Technology and Design (SUTD) Careers', 'url': 'https://www.sutd.edu.sg/about/careers/', 'content': 'Engineering Product Development. ESD ... The SUTD START Programme provides career development opportunities for faculty, researchers and graduates', 'score': 0.8335554}, {'title': 'SUTD Career Guide 2023 by GTI Media Asia - Issuu', 'url': 'https://issuu.com/gtimediaasia/docs/sutd_2023', 'content': 'Working in the defence engineering sector means that graduates have the opportunity to work with a lot of technologically-advanced projects, with some', 'score': 0.7783298}, {'title': 'Engineering Systems and Design (ESD) Career prospects - SUTD', 'url': 'https://www.sutd.edu.sg/esd/education/career-prospects/', 'content': 'ESD graduates are prepared for a wide range of engineering and management careers in a variety of industries. Your skills in analytics, management,', 'score': 0.7644879}]
--- END OF CONTEXT ---
Response:
|
SUTD Engineering graduates have diverse career opportunities. The SUTD START Programme supports career development for graduates. Opportunities exist in technologically advanced projects, potentially within the defence engineering sector. Furthermore, depending on the specific engineering discipline, graduates can pursue engineering and management careers across various industries, leveraging skills in analytics and management.
|
[
{
"title": "Singapore University of Technology and Design (SUTD) Careers",
"url": "https://www.sutd.edu.sg/about/careers/",
"content": "Engineering Product Development. ESD ... The SUTD START Programme provides career development opportunities for faculty, researchers and graduates",
"score": 0.8335554
},
{
"title": "SUTD Career Guide 2023 by GTI Media Asia - Issuu",
"url": "https://issuu.com/gtimediaasia/docs/sutd_2023",
"content": "Working in the defence engineering sector means that graduates have the opportunity to work with a lot of technologically-advanced projects, with some",
"score": 0.7783298
},
{
"title": "Engineering Systems and Design (ESD) Career prospects - SUTD",
"url": "https://www.sutd.edu.sg/esd/education/career-prospects/",
"content": "ESD graduates are prepared for a wide range of engineering and management careers in a variety of industries. Your skills in analytics, management,",
"score": 0.7644879
}
] | 0.85
|
What student Chamber Ensemble Club are popular at SUTD and how can I join?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What student Chamber Ensemble Club are popular at SUTD and how can I join?"
Context:
--- START OF CONTEXT ---
[{'title': 'SINGAPORE UNIVERSITY OF TECHNOLOGY AND DESIGN', 'url': 'https://www.myskillsfuture.gov.sg/content/student/en/preu/education-guide/explore-school/psei-detail.SINGAPORE-UNIVERSITY-OF-TECHNOLOGY-AND-DESIGN-200913519C.html', 'content': 'Ballroom Dancing Club. Modern Visual Media Circle. Chamber Ensemble. Photographic Circle. Chinese Orchestra. Productions Club. Choir Club. SUTDio Club. Dance', 'score': 0.5911811}, {'title': 'SUTD Singapore University of Technology & Design - Facebook', 'url': 'https://www.facebook.com/sutdsingapore/photos/a-joint-initiative-by-the-fifth-row-clubs-chamber-ensemble-and-wind-ensemble-our/10153146157810977/', 'content': 'A joint initiative by the Fifth Row clubs, Chamber Ensemble and Wind Ensemble ... Do follow our socials 42 Singapore and 42 The Network to join', 'score': 0.5585443}, {'title': 'Fifth Row Directory - Singapore - SUTD Root', 'url': 'https://root.sutd.edu.sg/student-life/fifth-row-directory', 'content': 'Ballroom Dancing Club · Bands Club · Chamber Ensemble Club · Chinese Orchestra Club · Crochet Interest Group · Dance DerivativeZ Club · Drama Club · FUNKtion Club.', 'score': 0.55478466}]
--- END OF CONTEXT ---
Response:
|
The Chamber Ensemble Club appears to be a popular student club at SUTD. To join, you can look for information on how to join through the Fifth Row clubs or their social media pages.
|
[
{
"title": "SINGAPORE UNIVERSITY OF TECHNOLOGY AND DESIGN",
"url": "https://www.myskillsfuture.gov.sg/content/student/en/preu/education-guide/explore-school/psei-detail.SINGAPORE-UNIVERSITY-OF-TECHNOLOGY-AND-DESIGN-200913519C.html",
"content": "Ballroom Dancing Club. Modern Visual Media Circle. Chamber Ensemble. Photographic Circle. Chinese Orchestra. Productions Club. Choir Club. SUTDio Club. Dance",
"score": 0.5911811
},
{
"title": "SUTD Singapore University of Technology & Design - Facebook",
"url": "https://www.facebook.com/sutdsingapore/photos/a-joint-initiative-by-the-fifth-row-clubs-chamber-ensemble-and-wind-ensemble-our/10153146157810977/",
"content": "A joint initiative by the Fifth Row clubs, Chamber Ensemble and Wind Ensemble ... Do follow our socials 42 Singapore and 42 The Network to join",
"score": 0.5585443
},
{
"title": "Fifth Row Directory - Singapore - SUTD Root",
"url": "https://root.sutd.edu.sg/student-life/fifth-row-directory",
"content": "Ballroom Dancing Club · Bands Club · Chamber Ensemble Club · Chinese Orchestra Club · Crochet Interest Group · Dance DerivativeZ Club · Drama Club · FUNKtion Club.",
"score": 0.55478466
}
] | 0.85
|
What are the different Single room (non-ensuite) options available for students at SUTD, and what are their respective costs?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What are the different Single room (non-ensuite) options available for students at SUTD, and what are their respective costs?"
Context:
--- START OF CONTEXT ---
[{'title': 'Housing fees for non-graduating students (May/June 2025) - SUTD', 'url': 'https://www.sutd.edu.sg/campus-life/housing/non-graduating/payment/', 'content': 'Period of stay, Room type, Housing fees payable in may 2025 (incl. of GST). 13 May to 23 Aug 2025, Single room (non-ensuite), S$2,223.60. Single room', 'score': 0.8266142}, {'title': 'SUTD University Guide (Accommodation) - Flying Chalks', 'url': 'https://flyingchalks.com/university/233/singapore-university-of-technology-and-design-sutd/Accommodation', 'content': "Hostels: Students can apply for near-campus housing at CSL Selegie, yo-Ha@Henderson or yo-Ha@Pearl's Hill. Room types & rates can be found at the respective", 'score': 0.62330866}, {'title': 'Room type - Singapore University of Technology and Design (SUTD)', 'url': 'https://www.sutd.edu.sg/campus-life/housing/non-graduating/room-type/', 'content': 'Missing: options costs?', 'score': 0.56460327}]
--- END OF CONTEXT ---
Response:
|
SUTD offers single room (non-ensuite) options for non-graduating students. For the period of 13 May to 23 Aug 2025, the housing fee is S$2,223.60 (inclusive of GST).
|
[
{
"title": "Housing fees for non-graduating students (May/June 2025) - SUTD",
"url": "https://www.sutd.edu.sg/campus-life/housing/non-graduating/payment/",
"content": "Period of stay, Room type, Housing fees payable in may 2025 (incl. of GST). 13 May to 23 Aug 2025, Single room (non-ensuite), S$2,223.60. Single room",
"score": 0.8266142
},
{
"title": "SUTD University Guide (Accommodation) - Flying Chalks",
"url": "https://flyingchalks.com/university/233/singapore-university-of-technology-and-design-sutd/Accommodation",
"content": "Hostels: Students can apply for near-campus housing at CSL Selegie, yo-Ha@Henderson or yo-Ha@Pearl's Hill. Room types & rates can be found at the respective",
"score": 0.62330866
},
{
"title": "Room type - Singapore University of Technology and Design (SUTD)",
"url": "https://www.sutd.edu.sg/campus-life/housing/non-graduating/room-type/",
"content": "Missing: options costs?",
"score": 0.56460327
}
] | 0.9
|
What career opportunities are typically available to SUTD graduates with a degree in Systems and Design?
|
You are a university assistant for Singapore University of Technology and Design (SUTD) to answer questions from prospective students about SUTD. Using the question below and a retrieved context, generate a concise and informative answer appropriate for a prospective student to SUTD.
In addition to the answer, output a confidence score from 0 to 1 (as a float) in JSON format. The score should reflect how well the context supports your answer.
Respond in the following JSON format:
{
"answer": "<your answer here>",
"confidence": <float between 0 and 1>
}
Here is an example:
Question: "What kind of exchange programmes does SUTD offer?"
Context:
--- START OF CONTEXT ---
SUTD offers a range of global exchange programmes including academic exchanges with partner universities in the US, Europe, and Asia. These programmes typically last one term and allow students to take courses overseas while earning credits towards their SUTD degree.
--- END OF CONTEXT ---
Response:
{
"answer": "SUTD offers exchange programmes with partner universities in regions like the US, Europe, and Asia. These usually last for one term and allow you to earn credits while studying abroad.",
"confidence": 0.95
}
Now, answer the following:
Question: "What career opportunities are typically available to SUTD graduates with a degree in Systems and Design?"
Context:
--- START OF CONTEXT ---
[{'title': 'careers - Engineering Systems and Design (ESD) - SUTD', 'url': 'https://www.sutd.edu.sg/esd/careers/', 'content': "Our Graduates' Skillsets Your skills in analytics, management, and design prepare you to be system analysts, operations managers, and project leaders in both the private and public sector, including healthcare, banking, manufacturing, supply chain, energy, transportation, and entertainment and hospitality.", 'score': 0.8790744}, {'title': 'Singapore University of Technology and Design: Future-proof careers', 'url': 'https://studyinternational.com/news/future-proof-your-career-at-the-singapore-university-of-technology-and-design/', 'content': 'With an education that doubles as an impressive resume for today and a future pegged to volatility, uncertainty, complexity, and ambiguity, SUTD graduates are well sought-after. They are now engineers in innovative companies such as Google, Dyson, Changi Airport Group and Facebook Inc; data analysts in leading financial institutions; founders of exciting start-ups; architectural designers involved in rejuvenating public spaces; architects in firms such as RSP Architects Planners & Engineers, [...] SUTD graduates receive many opportunities to broaden their skill set. It starts from their Freshmore curriculum all the way to their specialisation years – a journey enriched by the Freshmore Asian Cross-curricular Trips, Global Leadership Programme, Undergraduate Research Opportunities Programme and Capstone Programme. As a result, they are not only ready to blaze into their respective industries, but to bring more to the table than the traditional engineering or architecture graduate. [...] Aside from realising fulfilling careers, SUTD’s multidisciplinary approach also sets the right foundation for students to advance to postgraduate studies. Engineering Systems and Design (ESD) graduate Tan Jia Hao was inspired to take charge of his own learning at SUTD, which led him to the Master of Philosophy in Industrial Systems, Manufacture and Management at the University of Cambridge. Today, as a Senior Associate of Airport Management at Changi Airport Group, he channels all that he has', 'score': 0.8742601}, {'title': 'Singapore University of Technology and Design - Indeed', 'url': 'https://www.indeed.com/cmp/Singapore-University-of-Technology-and-Design', 'content': 'Graduate opportunities include the SUTD Technology Entrepreneurship programme, the Master of Science in Security by Design, and various SUTD PhD programmes.', 'score': 0.8312667}]
--- END OF CONTEXT ---
Response:
|
With a degree in Systems and Design (ESD) from SUTD, you can pursue careers as system analysts, operations managers, and project leaders in both the private and public sectors. These opportunities span various industries, including healthcare, banking, manufacturing, supply chain, energy, transportation, and entertainment and hospitality. SUTD graduates are also sought after by innovative companies like Google, Dyson, and Changi Airport Group, as well as leading financial institutions. Furthermore, you can explore graduate opportunities like the SUTD Technology Entrepreneurship programme or pursue a Master's or PhD.
|
[
{
"title": "careers - Engineering Systems and Design (ESD) - SUTD",
"url": "https://www.sutd.edu.sg/esd/careers/",
"content": "Our Graduates' Skillsets Your skills in analytics, management, and design prepare you to be system analysts, operations managers, and project leaders in both the private and public sector, including healthcare, banking, manufacturing, supply chain, energy, transportation, and entertainment and hospitality.",
"score": 0.8790744
},
{
"title": "Singapore University of Technology and Design: Future-proof careers",
"url": "https://studyinternational.com/news/future-proof-your-career-at-the-singapore-university-of-technology-and-design/",
"content": "With an education that doubles as an impressive resume for today and a future pegged to volatility, uncertainty, complexity, and ambiguity, SUTD graduates are well sought-after. They are now engineers in innovative companies such as Google, Dyson, Changi Airport Group and Facebook Inc; data analysts in leading financial institutions; founders of exciting start-ups; architectural designers involved in rejuvenating public spaces; architects in firms such as RSP Architects Planners & Engineers, [...] SUTD graduates receive many opportunities to broaden their skill set. It starts from their Freshmore curriculum all the way to their specialisation years – a journey enriched by the Freshmore Asian Cross-curricular Trips, Global Leadership Programme, Undergraduate Research Opportunities Programme and Capstone Programme. As a result, they are not only ready to blaze into their respective industries, but to bring more to the table than the traditional engineering or architecture graduate. [...] Aside from realising fulfilling careers, SUTD’s multidisciplinary approach also sets the right foundation for students to advance to postgraduate studies. Engineering Systems and Design (ESD) graduate Tan Jia Hao was inspired to take charge of his own learning at SUTD, which led him to the Master of Philosophy in Industrial Systems, Manufacture and Management at the University of Cambridge. Today, as a Senior Associate of Airport Management at Changi Airport Group, he channels all that he has",
"score": 0.8742601
},
{
"title": "Singapore University of Technology and Design - Indeed",
"url": "https://www.indeed.com/cmp/Singapore-University-of-Technology-and-Design",
"content": "Graduate opportunities include the SUTD Technology Entrepreneurship programme, the Master of Science in Security by Design, and various SUTD PhD programmes.",
"score": 0.8312667
}
] | 0.95
|
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