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<h1>Truong-Phuc Nguyen</h1>
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<i class="ri-arrow-left-double-line"></i></i>To stand where others cannot, you must
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<h2 class="section-title">About Me</h2>
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Hello! I'm Truong-Phuc Nguyen, a CS student specializing in ML, DL,
and NLP. My expertise spans across NLP tasks, such as: Information
Retrieval, Question Answering, Text Generation, Summarization for
Vietnamese text processing using both PLMs and LLMs.
</p>
<p style="text-align: justify; line-height: 1.8; margin-top: 1rem">
Through research journey, I have successfully built some NLP demo systems
demonstrating feasibility, including legal question-answering
systems, clinical report summarization, and question generation
tools for education. Currently, I am seeking advanced learning
opportunities related to CS/NLP where I can leverage my knowledge of
language modeling, text processing algorithms, and research
experience.
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<i class="ri-school-fill"></i> Hung Yen University of Technology and
Education
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<p style="color: var(--accent); font-weight: 600">
Bachelor of Engineering in Computer Science (Gifted and Talented
Programs)
</p>
<p style="color: var(--text-secondary)">September 2021 - June 2025</p>
<div class="education-stats">
<div class="stat-item">
<div class="stat-number">9.04</div>
<div class="stat-label">#1 in 10 scale</div>
</div>
<div class="stat-item">
<div class="stat-number">3.75</div>
<div class="stat-label">#2 in 4 scale</div>
</div>
<div class="stat-item">
<div class="stat-number">9.9</div>
<div class="stat-label">thesis score</div>
</div>
</div>
<div class="education-stats">
<p class="publication-meta">
<strong>Graduate Thesis:</strong> A Study of Vietnamese Legal
Question Answering with Pre-trained and Large Language Models<br />
<strong>Score:</strong> 9.9/10 (Awarded Excellence Graduate Thesis
Presentation)<br />
</p>
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<!-- Publications Section -->
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<h2 class="section-title">Publications</h2>
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<h3 style="color: var(--accent); margin-bottom: 1.5rem">
<i class="ri-file-paper-2-line"></i> Journal Articles
</h3>
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<h4>
<a href="https://www.sciencedirect.com/science/article/abs/pii/S0952197625015726" target="_blank" rel="noopener noreferrer" class="paper-title-link">
[1] A fine-tuning framework based on question, context, and answer relationships for enhancing legal information retrieval<i class="ri-link"></i>
</a>
</h4>
<p class="publication-meta">
<strong>Authors:</strong> Nhu Hai Phung, Chi Thanh Nguyen, Minh-Tien Nguyen, Thu Ha Nguyen, Huu Loi Le, and <strong>Truong-Phuc Nguyen</strong><br />
<strong>Published in:</strong> Engineering Applications of Artificial Intelligence, Volume 159, Page 111570. Elsevier, 2025<br />
<strong>Impact:</strong> WoS-SCIE, Q1, IF: 8.0<br />
</p>
</div>
<div class="publication-item">
<h4>
<a href="https://link.springer.com/journal/10506" target="_blank" rel="noopener noreferrer" class="paper-title-link">
[2] Towards Vietnamese Legal Question Answering: An Empirical Study<i class="ri-link"></i>
</a>
</h4>
<p class="publication-meta">
<strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>, Van-Quyet Nguyen, and Minh-Tien Nguyen<br />
<strong>Status:</strong> Submitted to Artificial Intelligence and Law, Springer, 2025
</p>
</div>
<div class="publication-item">
<h4>
<a href="https://jst.utehy.edu.vn/index.php/jst/article/view/650" target="_blank" rel="noopener noreferrer" class="paper-title-link">
[3] Application of Machine Learning in Image Recognition to Detect Some Abnormalities in the Examination Rooms<i class="ri-link"></i>
</a>
</h4>
<p class="publication-meta">
<strong>Authors:</strong> Tien-Dat Nguyen, <strong>Truong-Phuc Nguyen</strong>, and Pham Minh Chuan<br />
<strong>Published in:</strong> UTEHY Journal of Applied Science and Technology (University Journal), Vol. 40, 2023, pp. 27-32
</p>
</div>
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<div class="glass-card">
<h3 style="color: var(--accent); margin-bottom: 1.5rem">
<i class="ri-article-line"></i> Conference Papers
</h3>
<div class="publication-item">
<h4>
<a href="https://2026.aclweb.org/" target="_blank" rel="noopener noreferrer" class="paper-title-link">
[1] ViLegalLM: Language Models for Vietnamese Legal Text<i class="ri-link"></i>
</a>
</h4>
<p class="publication-meta">
<strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>, Quy-Nhan Nguyen, and Minh-Tien Nguyen<br />
<strong>Status:</strong> Accepted to ACL 2026 (<strong>A* Conference</strong>).
</p>
</div>
<div class="publication-item">
<h4>
<a href="https://ieeexplore.ieee.org/document/11309584" target="_blank" rel="noopener noreferrer" class="paper-title-link">
[2] UTEHY-NLU@ALQAC 2025: Dynamic Weighted Ensemble and Adaptive Reasoning for Vietnamese Legal Text Processing<i class="ri-link"></i>
</a>
</h4>
<p class="publication-meta">
<strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>, Quy-Nhan Nguyen, Manh-Cuong Phan, Chi-Hai Cao, Trinh-Hoai-An Duong, and Minh-Tien Nguyen<br />
<strong>Published in:</strong> Proceedings of 2025 17th International Conference on Knowledge and System Engineering (KSE 2025), Da Lat, Vietnam, 2025, pp. 1-5<br />
</p>
</div>
<div class="publication-item">
<h4>
<a href="https://link.springer.com/chapter/10.1007/978-981-96-4288-5_34" target="_blank" rel="noopener noreferrer" class="paper-title-link">
[3] ViEduQA: A New Vietnamese Dataset for Question Answer Generation in Education<i class="ri-link"></i>
</a>
</h4>
<p class="publication-meta">
<strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>, Huu-Loi Le, Pham Quoc-Hung, Nong Quang Huy, Xuan-Hieu Phan, and Minh-Tien Nguyen<br />
<strong>Published in:</strong> Information and Communication Technology. SOICT 2024. CCIS, vol. 2352, pp. 441-455. Springer, Singapore, 2025<br />
</p>
</div>
<div class="publication-item">
<h4>
<a href="https://ieeexplore.ieee.org/document/11063637" target="_blank" rel="noopener noreferrer" class="paper-title-link">
[4] Vietnamese Legal Question Answering: An Experimental Study<i class="ri-link"></i>
</a>
</h4>
<p class="publication-meta">
<strong>Authors:</strong> Thu-Ha Nguyen, <strong>Truong-Phuc Nguyen</strong>, Khang T. Trung, Huu-Loi Le, Le Thi Viet Huong, Chi Thanh Nguyen, and Minh-Tien Nguyen<br />
<strong>Published in:</strong> Proceedings of 2024 16th International Conference on Knowledge and System Engineering (KSE 2024), Kuala Lumpur, Malaysia, 2024, pp. 440-446.<br />
</p>
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<h2 class="section-title">Experience</h2>
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<div class="timeline-item">
<div class="timeline-date">Jan 2026 - present</div>
<h3>Emotion Recognition in Conversation (ERC)</h3>
<p style="color: var(--accent); font-weight: 600">
NLU Laboratory, Hung Yen University of Technology and Education, Vietnam
</p>
<p class="timeline-content">(to be updated ...)</p>
<p
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<strong>Advisor:</strong> Assoc. Prof. Minh-Tien Nguyen
</p>
</div>
<div class="timeline-item">
<div class="timeline-date">August 2025 - January 2026</div>
<h3>
MedMAS: Multi-agent System for Pre-intake Clinical Note Generation in Conversation
</h3>
<p style="color: var(--accent); font-weight: 600">
BioInfomatic Laboratory, Feng Chia University, Taiwan
</p>
<p class="timeline-content">
Building a multi-agent system that extracts patient information through conversations, generates targeted follow-up questions to gather comprehensive patient data, and creates detailed pre-visit clinical reports. This streamlines the examination process, saving physician time and improving patient experience during medical consultations. The system is evaluated across three core tasks: Named Entity Recognition (NER), Question Generation (QG), and Summarization, achieving state-of-the-art results on both MTS-Dialog and CliniKnote benchmark datasets, demonstrating the superiority of multi-agent architectures over conventional approaches such as in-context learning and instruction-tuning in the medical domain.
</p>
<p
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>
<strong>Advisor:</strong> Prof. Fang-Rong Hsu
</p>
</div>
<div class="timeline-item">
<div class="timeline-date">September 2024 - January 2026</div>
<h3>ViLegalLM: Language Models for Vietnamese Legal Text</h3>
<p style="color: var(--accent); font-weight: 600">
NLU Laboratory, Hung Yen University of Technology and
Education
</p>
<p class="timeline-content">
ViLegalLM comprises one representation model (135M) and two generation models (1.54B, 1.72B) specifically for Vietnamese legal text through continual pretraining on newly 16GB of high-quality legal documents. ViLegalLM achieves state-of-the-art performance across 10 benchmarks spanning four main tasks: Information Retrieval (IR), Question Answering (QA), Natural Language Inference (NLI), and Syllogism Reasoning, outperforming 7 state-of-the-art Vietnamese models and establishing new strong baselines for Vietnamese legal text processing. The project also contributes three large-scale synthetic training datasets to address the shortage of high-quality legal training data in Vietnam.
</p>
<p
style="
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>
<strong>Advisor:</strong> Assoc. Prof. Minh-Tien Nguyen
</p>
</div>
<div class="timeline-item">
<div class="timeline-date">August 2025 - September 2025</div>
<h3>Adaptive Weighted Ensemble for Legal Text Processing</h3>
<p style="color: var(--accent); font-weight: 600">
NLU Laboratory, Hung Yen University of Technology and
Education, Vietnam
</p>
<p class="timeline-content">
Designed a framework combining multiple bi-encoders through query-specific confidence calculation, advanced dynamic weighting, and ensemble score fusion with cross-encoder reranker. Achieved 3rd place in Legal Information Retrieval task (F2-score: 0.8482, 7.51% improvement) and 2nd place in Legal Question Answering (97.56% accuracy) in ALQAC 2025 Competition. Paper accepted at 17th International Conference on Knowledge and System Engineering (KSE 2025).
</p>
<p
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>
<strong>Advisor:</strong> Assoc. Prof. Minh-Tien Nguyen
</p>
</div>
<div class="timeline-item">
<div class="timeline-date">February 2024 - September 2025</div>
<h3>
IntelliChat - Question Answering System for Vietnam Legal Documents
</h3>
<p style="color: var(--accent); font-weight: 600">
NLU Laboratory, Hung Yen University of Technology and Education, Vietnam
</p>
<p class="timeline-content">
Built a demo legal question-answering system for Vietnamese, integrating information retrieval with answer extraction/generation optimized for the legal domain. IntelliChat outperforms GPT-3.5 and state-of-the-art open-source LLMs (~7B parameters) in both automatic and human evaluations, and is deployed online to enable Vietnamese citizens to independently access and understand legal documents.
</p>
<p
style="
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>
<strong>Advisor:</strong> Assoc. Prof. Minh-Tien Nguyen
</p>
</div>
<div class="timeline-item">
<div class="timeline-date">February 2024 - June 2025</div>
<h3>
QACTune - Advanced Legal Information Retrieval Framework
</h3>
<p style="color: var(--accent); font-weight: 600">
NLU Laboratory, Hung Yen University of Technology and
Education, Vietnam
</p>
<p class="timeline-content">
Developed a novel fine-tuning framework leveraging
Question-Context-Answer relationships for enhancing legal
information retrieval in low-resource settings. Average
improvements of 3.9% and 4.8% in MAP@100. Published in
Engineering Applications of Artificial Intelligence (WoS-SCIE,
Q1, IF: 8.0).
</p>
<p
style="
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>
<strong>Advisor:</strong> Assoc. Prof. Minh-Tien Nguyen
</p>
</div>
<div class="timeline-item">
<div class="timeline-date">July 2023 - January 2024</div>
<h3>
ViEduQAG - Vietnamese Question and Answer Generation in
Education
</h3>
<p style="color: var(--accent); font-weight: 600">
NLU Laboratory, Hung Yen University of Technology and
Education, Vietnam
</p>
<p class="timeline-content">
Pioneered Vietnamese Question-Answer Generation research in
education domain by creating ViEduQA - the first comprehensive
Vietnamese educational QAG dataset with 12,618 QA pairs across
319 lessons from 4 high school subjects. Published in SOICT
2024 (Springer CCIS).
</p>
<p
style="
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font-size: 0.9rem;
margin-top: 0.5rem;
"
>
<strong>Advisor:</strong> Assoc. Prof. Minh-Tien Nguyen
</p>
</div>
</div>
</div>
</div>
<!-- Working Tab Content -->
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<h3 style="color: var(--accent); margin-bottom: 1rem">
<i class="ri-briefcase-line"></i> Work Experience
</h3>
<div class="timeline">
<div class="timeline-item">
<div class="timeline-date">February 2025 – July 2025</div>
<h3>
NLP Fresher @ Artificial Intelligence Institute JSC, Hung Yen,
Vietnam
</h3>
<p style="color: var(--accent); font-weight: 600">
SmartChat - Smart AI Assistant for Vietnamese
</p>
<p class="timeline-content">
Led comprehensive evaluation of large language models for
production chatbot system, focusing on optimizing performance
across multiple NLP tasks including document reranking,
question rewriting, and content generation. Conducted
systematic benchmarking of state-of-the-art models including
GPT-4o-mini, Amazon Nova Lite, Amazon Nova Micro, and Amazon
Nova Pro.
</p>
<p style="color: var(--accent); font-weight: 600">
AI Assistant for Vietnam Ministry of Agriculture
</p>
<p class="timeline-content">
Developed a comprehensive domain-specific chatbot system
enabling intelligent question-answering capabilities over
legal document collections and regulatory text corpora. Built
innovative text-to-analytics functionality and designed a
novel document chunking mechanism combining Depth-First Search
(DFS) algorithms with advanced Regular Expression patterns.
</p>
</div>
<div class="timeline-item">
<div class="timeline-date">October 2024 – January 2025</div>
<h3>AI Intern @ Viettel Telecom Corporation, Hanoi, Vietnam</h3>
<p style="color: var(--accent); font-weight: 600">
Per-Title Encoding
</p>
<p class="timeline-content">
Developed and optimized per-title encoding algorithms for
video compression on the TV360 streaming platform. Implemented
advanced analysis techniques to assess video complexity and
dynamically adjust encoding parameters, achieving optimal
balance between visual quality and file size.
</p>
<p style="color: var(--accent); font-weight: 600">
Video Frame Interpolation
</p>
<p class="timeline-content">
Designed and implemented advanced video frame interpolation
systems to enhance motion smoothness for TV360 platform
content delivery. Developed sophisticated interpolation
algorithms using deep learning techniques to generate
high-quality intermediate frames.
</p>
<p style="color: var(--accent); font-weight: 600">
Video Quality Assessment for User Generated Content
</p>
<p class="timeline-content">
Built comprehensive video quality assessment frameworks for
evaluating and enhancing user-generated content on the TV360
platform using computer vision and machine learning
techniques.
</p>
</div>
</div>
</div>
</div>
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<i class="ri-presentation-line"></i> Teaching & Mentoring
</h3>
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<div class="timeline-item">
<div class="timeline-date">April 2024 – July 2025</div>
<h3>Natural Language Processing - Teaching Assistant</h3>
<p style="color: var(--accent); font-weight: 600">
CS19TN, Hung Yen University of Technology and Education
</p>
<p class="timeline-content">
Assisted in teaching Natural Language Processing course,
guiding students through fundamental and advanced NLP
concepts, helping with assignments and projects.
</p>
</div>
<div class="timeline-item">
<div class="timeline-date">April 2024 – July 2025</div>
<h3>Natural Language Processing - Key Mentor</h3>
<p style="color: var(--accent); font-weight: 600">
UTEHY-NLU Lab
</p>
<p class="timeline-content">
Mentored students in NLP research projects, guiding them
through literature review, experimental design, and paper
writing.
</p>
</div>
<div class="timeline-item">
<div class="timeline-date">December 2023 – July 2025</div>
<h3>Deep Learning - Key Mentor</h3>
<p style="color: var(--accent); font-weight: 600">
UTEHY-NLU Lab
</p>
<p class="timeline-content">
Guided students in deep learning fundamentals and
applications, covering neural networks, CNNs, RNNs, and
Transformers.
</p>
</div>
<div class="timeline-item">
<div class="timeline-date">June 2023 – July 2025</div>
<h3>Machine Learning - Key Mentor</h3>
<p style="color: var(--accent); font-weight: 600">
UTEHY-NLU Lab
</p>
<p class="timeline-content">
Mentored students in machine learning concepts and practical
applications, covering supervised and unsupervised learning
algorithms.
</p>
</div>
</div>
</div>
</div>
</section>
<!-- Achievements Section -->
<section id="achievements">
<h2 class="section-title">Achievements</h2>
<div class="glass-card">
<h3 style="color: var(--accent); margin-bottom: 1.5rem">
<i class="ri-trophy-line"></i> Academic Competitions
</h3>
<div class="awards-grid">
<div class="award-item">
<div class="award-icon"><i class="ri-trophy-line"></i></div>
<div class="award-info">
<h4>ALQAC 2025 Competition</h4>
<p class="award-date">July 2025</p>
<p style="color: var(--text-secondary); font-size: 0.9rem">
Top #2 in Legal Question Answering (0.9756 Accuracy) and Top
#3 in Legal Information Retrieval (0.8482 F2-Score)
</p>
</div>
</div>
<div class="award-item">
<div class="award-icon"><i class="ri-trophy-line"></i></div>
<div class="award-info">
<h4>ALQAC 2024 Competition</h4>
<p class="award-date">July 2024</p>
<p style="color: var(--text-secondary); font-size: 0.9rem">
Top #5 in Legal Question Answering task
</p>
</div>
</div>
</div>
</div>
<div class="glass-card">
<h3 style="color: var(--accent); margin-bottom: 1.5rem">
<i class="ri-verified-badge-line"></i> Certifications
</h3>
<div class="timeline">
<div class="timeline-item">
<div class="timeline-date">November 2025</div>
<h3>
<a href="https://drive.google.com/file/d/1BChW5jv_c_w6l0zYkHbM7YcfNnBDhbOG" target="_blank" rel="noopener noreferrer" class="cert-link">
KSE 2025 Certification of Presentation
<i class="ri-link"></i>
</a>
</h3>
</div>
<div class="timeline-item">
<div class="timeline-date">July 2025</div>
<h3>
<a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
TOEIC Reading & Listening
<i class="ri-link"></i>
</a>
</h3>
</div>
<div class="timeline-item">
<div class="timeline-date">February 2025</div>
<h3>
<a href="https://drive.google.com/file/d/1hfjzTfOE7g5Z00r9lnCeiuCYvUAEQYqM" target="_blank" rel="noopener noreferrer" class="cert-link">
Hugging Face Agents Course
<i class="ri-link"></i>
</a>
</h3>
</div>
<div class="timeline-item">
<div class="timeline-date">December 2024</div>
<h3>
<a href="https://drive.google.com/file/d/1kLpV4UPiM5p35W19peId4IxBLU3ZOnNO" target="_blank" rel="noopener noreferrer" class="cert-link">
SOICT 2024 Presentation - Conference Presentation Certification<i class="ri-link"></i>
</a>
</h3>
</div>
<div class="timeline-item">
<div class="timeline-date">February 2024</div>
<h3>
<a href="https://www.coursera.org/account/accomplishments/verify/WLBFF5JSP4KR" target="_blank" rel="noopener noreferrer" class="cert-link">
Stanford Machine Learning Specialization
<i class="ri-link"></i>
</a>
</h3>
</div>
<div class="timeline-item">
<div class="timeline-date">November 2022</div>
<h3>
<a href="https://www.coursera.org/account/accomplishments/professional-cert/A6Z4LZPH9QWB" target="_blank" rel="noopener noreferrer" class="cert-link">
Google Data Analytics Professional Certificate
<i class="ri-link"></i>
</a>
</h3>
</div>
</div>
</div>
<div class="glass-card">
<h3 style="color: var(--accent); margin-bottom: 1.5rem">
<i class="ri-hand-coin-line"></i> Scholarships
</h3>
<div class="awards-grid">
<div class="award-item">
<div class="award-icon"><i class="ri-star-line"></i></div>
<div class="award-info">
<h4>
<a href="https://drive.google.com/file/d/15Wkn5Zpp1qmXZShZHYFDYsWd9LmL8Q8J/view?usp=sharing" target="_blank" rel="noopener noreferrer" class="cert-link">
TOYOTA Excellence Academic Scholarship
<i class="ri-link"></i>
</a>
</h4>
<p class="award-date">November 2024</p>
</div>
</div>
<div class="award-item">
<div class="award-icon"><i class="ri-bard-line"></i></div>
<div class="award-info">
<h4>
<a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
Academic Excellence Scholarships
<i class="ri-link"></i>
</a>
</h4>
<p class="award-date">2021-2025</p>
<p style="color: var(--text-secondary); font-size: 0.9rem">
4 Academic Excellence & 8 Talented Program Scholarships -
Consistently ranked #1 in CS program
</p>
</div>
</div>
<div class="award-item">
<div class="award-icon"><i class="ri-star-line"></i></div>
<div class="award-info">
<h4>
<a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
Full Tuition Waiver
<i class="ri-link"></i>
</a>
</h4>
<p class="award-date">2021-2023</p>
<p style="color: var(--text-secondary); font-size: 0.9rem">
Two consecutive academic years
</p>
</div>
</div>
</div>
</div>
<div class="glass-card">
<h3 style="color: var(--accent); margin-bottom: 1.5rem">
<i class="ri-award-fill"></i> Awards
</h3>
<div class="awards-grid">
<div class="award-item">
<div class="award-icon"><i class="ri-honour-line"></i></div>
<div class="award-info">
<h4>
<a href="https://drive.google.com/file/d/1OmMmKChNj_oQIpmG4wS6k2ZjJf1YywAL" target="_blank" rel="noopener noreferrer" class="cert-link">
Sencond Prize - MOE-level Student Scientific Research
<i class="ri-link"></i>
</a>
</h4>
<p class="award-date">June 2025</p>
<p style="color: var(--text-secondary); font-size: 0.9rem">
<strong>Research project:</strong> Research on building question answering system for Vietnamese legal documents
</p>
</div>
</div>
<div class="award-item">
<div class="award-icon"><i class="ri-honour-line"></i></div>
<div class="award-info">
<h4>
<a href="https://www.facebook.com/reel/1962974367572405" target="_blank" rel="noopener noreferrer" class="cert-link">
Excellence Graduate Thesis Presentation
<i class="ri-link"></i>
</a>
</h4>
<p class="award-date">June 2025</p>
<p style="color: var(--text-secondary); font-size: 0.9rem">
<strong>Thesis title:</strong> A Study of Vietnamese Legal Question Answering with Pre-trained and Large Language Models
</p>
</div>
</div>
<div class="award-item">
<div class="award-icon"><i class="ri-honour-line"></i></div>
<div class="award-info">
<h4>
<a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
First Prize - University-level Student Scientific Research
<i class="ri-link"></i>
</a>
</h4>
<p class="award-date">May 2025</p>
<p style="color: var(--text-secondary); font-size: 0.9rem">
<strong>Research project:</strong> Research on building question answering system for Vietnamese legal documents
</p>
</div>
</div>
<div class="award-item">
<div class="award-icon"><i class="ri-honour-line"></i></div>
<div class="award-info">
<h4>
<a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
First Prize - Faculty-level Student Scientific Research
<i class="ri-link"></i>
</a>
</h4>
<p class="award-date">March 2025</p>
<p style="color: var(--text-secondary); font-size: 0.9rem">
<strong>Research project:</strong> Research on building question answering system for Vietnamese legal documents
</p>
</div>
</div>
<div class="award-item">
<div class="award-icon"><i class="ri-honour-line"></i></div>
<div class="award-info">
<h4>
<a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
Second Prize - Faculty-level Student Scientific Research
<i class="ri-link"></i>
</a>
</h4>
<p class="award-date">June 2024</p>
<p style="color: var(--text-secondary); font-size: 0.9rem">
<strong>Research project:</strong> Research on developing a student attendance system using facial recognition and detecting unusual behavior in the classroom
</p>
</div>
</div>
<div class="award-item">
<div class="award-icon"><i class="ri-honour-line"></i></div>
<div class="award-info">
<h4>Outstanding Student (5 Goods)</h4>
<p class="award-date">April 2023</p>
</div>
</div>
<div class="award-item">
<div class="award-icon"><i class="ri-honour-line"></i></div>
<div class="award-info">
<h4>First Prize - University-level English Olympic</h4>
<p class="award-date">February 2022</p>
</div>
</div>
</div>
</div>
</section>
<!-- Skills Section -->
<section id="skills">
<h2 class="section-title">Skills</h2>
<div class="skills-grid">
<div class="glass-card skill-category">
<h3><i class="ri-macbook-line"></i> Programming Languages</h3>
<ul class="skill-list">
<li>Python</li>
<li>T-SQL</li>
<li>C#</li>
</ul>
</div>
<div class="glass-card skill-category">
<h3><i class="ri-tools-line"></i> Libraries & Frameworks</h3>
<ul class="skill-list">
<li>Transformers</li>
<li>Sentence-Transformers</li>
<li>HuggingFace</li>
<li>NLTK, Spacy</li>
<li>Scikit Learn</li>
<li>PyTorch</li>
<li>Pandas, Numpy</li>
<li>Streamlit</li>
</ul>
</div>
<div class="glass-card skill-category">
<h3><i class="ri-microscope-line"></i> Techniques</h3>
<ul class="skill-list">
<li>Continual Pretraining PLMs</li>
<li>Continual Pretraining LLMs</li>
<li>Fine-tuning PLMs</li>
<li>Instruction-tuning LLMs</li>
<li>Parameter-Efficient Fine-Tuning</li>
<li>Hard-negative Mining</li>
</ul>
</div>
<div class="glass-card skill-category">
<h3><i class="ri-crosshair-line"></i> Soft Skills</h3>
<ul class="skill-list">
<li>Academic Presentation</li>
<li>Technical Report Writing</li>
<li>Problem Solving</li>
<li>Creative Thinking</li>
</ul>
</div>
<div class="glass-card skill-category">
<h3><i class="ri-database-line"></i> Database</h3>
<ul class="skill-list">
<li>SQL</li>
<li>MySQL</li>
<li>Apache</li>
</ul>
</div>
</div>
</section>
<!-- Contact Section -->
<section id="contact">
<h2 class="section-title">Get In Touch</h2>
<div class="glass-card contact-info">
<p>
<i class="ri-mail-send-line"></i>
<a href="mailto:nguyentruongphuc_12421tn@utehy.edu.vn"
>nguyentruongphuc_12421tn@utehy.edu.vn</a
>
</p>
<p style="margin-top: 1rem; color: var(--text-secondary)">
Feel free to reach out for collaborations, research opportunities,
or just to connect!
</p>
</div>
</section>
</div>
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<p>© 2026 Truong-Phuc Nguyen. All rights reserved.</p>
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