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	from app.services.classifier_service import clf

	data = {
	"department": {
	"applied_mechanics": {
	"id": "applied-mechanics-department",
	"name": "Applied Mechanics Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=12",
	"category": "applied_mechanics",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [
	"Mechanics of Solids (engineering mechanics and strength of materials)",
	"Concrete Technology Lab (concrete making materials testing)",
	"Geotechnical Engineering Lab (soil mechanics and foundation engineering)"
	],
	"details": "Mechanics of Solids has equipment for basic engineering experiments to verify laws of engineering mechanics and measure material properties including tensile strength, compressive strength, impact strength, hardness, and shear strength. Concrete Technology Lab has compressive testing machine, apparatus for workability measurement, concrete mixer, sieve shaker, vicat apparatus, Le chatelier apparatus, and apparatus for self compacting concrete testing for testing concrete making materials and assessing properties of fresh and hardened concrete. Geotechnical Engineering Lab has facilities to identify soil type and various index properties of soil, equipment for students to perform experiments in Geotechnics and soil mechanics, and field test equipment for foundation engineering."
	},
	"faculty": {
	"list": [
	"Professor Dipak J. Varia (Associate Professor, Ph.D., HOD)",
	"Professor Pareshkumar Narayansinh Nimmodiya (Associate Professor, Ph.D.)",
	"Professor Mukesh V. Chauhan (Assistant Professor, M.E.)",
	"Professor Bhavin G. Buddhdev (Assistant Professor, Ph.D.)",
	"Professor Pooja B. Mistry (Assistant Professor, M.Tech Structural Engineering)"
	],
	"details": "The department has five faculty members including two Associate Professors with Ph.D. qualifications, two Assistant Professors with M.E. or Ph.D. qualifications, and one Assistant Professor with M.Tech in Structural Engineering. The Head of Department is Professor Dipak J. Varia who is an Associate Professor with Ph.D. qualification. Other faculty include Professor Pareshkumar Narayansinh Nimmodiya as Associate Professor with Ph.D., Professor Mukesh V. Chauhan as Assistant Professor with M.E., Professor Bhavin G. Buddhdev as Assistant Professor with Ph.D., and Professor Pooja B. Mistry as Assistant Professor with M.Tech in Structural Engineering."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (60 students in Civil Engineering)"
	],
	"details": "The Undergraduate program has an intake capacity of 60 students in Civil Engineering."
	},
	"hod": {
	"list": [
	"Professor Dipak J. Varia (Head of Department)"
	],
	"details": "The Head of Department is Professor Dipak J. Varia who holds the position of Associate Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Innovative education system",
	"Research and consultancy work",
	"Industrial and societal needs",
	"Analysis and design of structures",
	"Modern Civil Engineering tools and techniques"
	],
	"details": "The department promotes innovative education system research and consultancy work for industrial and societal needs. Graduates will also achieve expertise in analysis and design of structures by modern Civil Engineering tools and techniques."
	}
	}
	},
	"chemical": {
	"id": "chemical-engineering-department",
	"name": "Chemical Engineering Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=2",
	"category": "chemical",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [
	"Chemistry / Organic Chemistry Lab (Alpha-FTIR Spectrometer, UV-Vis Spectrophotometer)",
	"Analytical Research Lab and Project Lab (Infrared Spectrophotometer, Gas Chromatography, Supercritical Extractor)",
	"Mass Transfer Operation and Advanced Separation Techniques Lab (Distillation trainer, Absorption unit)",
	"Applied Chemistry Lab, Physical and Inorganic Chemistry Lab (Flame-photometer, pH-meter, Conductivity meter)",
	"Fluid Flow Operation Lab (Drag coefficient apparatus, Flow measurement devices)",
	"Chemical Reaction Engineering Lab and Biochemical Engineering Lab (CSTR, PFR, Packed bed reactor, Photo-bio reactor)",
	"Computational Chemical Engineering Lab (ORCA, MATLAB, SciLab, GAMS)",
	"Process Heat Transfer Lab (Thermal Conductivity apparatus, Heat exchangers, Evaporators)",
	"Instrumentation and Process Control Lab (Temperature pH control trainer)",
	"Mechanical Operation Lab (Jaw Crusher, Ball Mill, Sieve shaker, Froth Flotation)",
	"Petroleum Refining and Petrochemicals Lab (Viscometer, Cloud and pour point apparatus)",
	"Chemical Process Industries Lab (Dyes drugs soaps synthesis, Bomb calorimeter)"
	],
	"details": "Chemistry Organic Chemistry Lab has Alpha-FTIR Spectrometer with ZnSe ATR crystal for analysis of powders solids pastes and liquids, UV-Vis Spectrophotometer for organic and coloured metal samples, and hundreds of organic precursors and salts for research PG and UG level experiments. Analytical Research Lab and Project Lab has Lambda LIIR-100 Dual-Beam Infrared Spectrophotometer, high precise balance, bio-gas plant, Sonicator-600 W, UV-Vis Spectrophotometer Elico SL-159, high-pressure reactor, Carbon-dioxide Supercritical Extractor, Gas Chromatography, and Bio-Reactor for micro-organism growth. Mass Transfer Operation and Advanced Separation Techniques Lab has Distillation trainer, Distillation units Packed bed Sieve tray, Steam distillation unit, and Absorption unit for petroleum industries and synthetic chemistry. Applied Chemistry Lab Physical and Inorganic Chemistry Lab has Flame-photometer pH-meter Conductivity meter and Turbidity meter for estimation of inorganic samples and routine chemical analysis. Fluid Flow Operation Lab has Drag coefficient apparatus for finding drag coefficient in fluid environment, friction losses in pipe, and Flow measurement devices. Chemical Reaction Engineering Lab and Biochemical Engineering Lab has Continuous Stirred tank reactor Plug flow reactor Packed bed reactor Series of CSTR for chemical reaction and residence time distribution determination, and Photo-bio reactor. Computational Chemical Engineering Lab has ORCA MATLAB SciLab and open-source solvers like GAMS. Process Heat Transfer Lab has Thermal Conductivity of Metal bar apparatus, Heat transfer through lagged pipe apparatus, Thermal conductivity of Insulating powder apparatus, Critical heat flux apparatus, Double pipe heat exchanger, Shell and Tube heat exchanger, Emissivity measurement apparatus, Drop-wise Film wise condensation apparatus, Single Effect Evaporator, Double Effect Evaporator, Heat Transfer in agitated vessel apparatus, and Unsteady state heat transfer apparatus. Instrumentation and Process Control Lab has Temperature pH control trainer, Interacting and non-interacting system for UG and PG experiments. Mechanical Operation Lab has Jaw Crusher Roll Crusher Ball Mill Sieve shaker Froth Flotation Apparatus Cyclone Separator Basket Centrifuge Belt Conveyor Screw Conveyor Pulveriser Ribbon Blender Fluidization Unit Elutriator Aeration Unit and Horizontal Plate type filter Press. Petroleum Refining and Petrochemicals Lab has Redwood viscometer Saybolt viscometer Cloud and pour point apparatus Cleavends open cup tester Ball and ring apparatus Pensky marten with electric tester Ramsbottom carbon residue apparatus Aniline point apparatus and conradson apparatus. Chemical Process Industries Lab has facilities for lab scale synthesis of dyes drugs and soaps, Bomb calorimeter and Gas calorimeter for UG experiments."
	},
	"faculty": {
	"list": [
	"Professor Femina J. Patel (Professor, Ph.D., HOD)",
	"Professor Beena K. Sheth (Associate Professor, Ph.D.)",
	"Professor Hiral N. Pandya (Associate Professor, Ph.D.)",
	"Professor Girish D. Vegad (Associate Professor, Ph.D.)",
	"Professor Zoher Z. Painter (Assistant Professor, M.E.)",
	"Professor Yogesh J. Morabiya (Assistant Professor, M.E.)",
	"Professor Sunil R. Patel (Assistant Professor, Ph.D.)",
	"Professor Sonalben B. Prajapati (Assistant Professor, Ph.D.)",
	"Professor Jay B. Trivedi (Assistant Professor, M.E.)",
	"Professor Ujvala P. Christian (Assistant Professor, Ph.D.)",
	"Professor Rakesh R. Merchant (Assistant Professor, B.E.)",
	"Mr. R U. Gamar (Laboratory Assistant, Senior Secondary)"
	],
	"details": "The department has twelve faculty members including one Professor with Ph.D. qualification who is also Head of Department, three Associate Professors with Ph.D. qualifications, three Assistant Professors with Ph.D. qualifications, three Assistant Professors with M.E. qualifications, one Assistant Professor with B.E. qualification, and one Laboratory Assistant with Senior Secondary qualification. The Head of Department is Professor Femina J. Patel who is a Professor with Ph.D. qualification. Associate Professors include Professor Beena K. Sheth, Professor Hiral N. Pandya, and Professor Girish D. Vegad all with Ph.D. qualifications. Assistant Professors with Ph.D. include Professor Sunil R. Patel, Professor Sonalben B. Prajapati, and Professor Ujvala P. Christian. Assistant Professors with M.E. include Professor Zoher Z. Painter, Professor Yogesh J. Morabiya, and Professor Jay B. Trivedi. Professor Rakesh R. Merchant holds B.E. qualification and Mr. R U. Gamar serves as Laboratory Assistant with Senior Secondary qualification."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (60 students)",
	"Postgraduate (PG) program intake (18 students)"
	],
	"details": "The Undergraduate program has an intake capacity of 60 students and the Postgraduate program has an intake capacity of 18 students."
	},
	"hod": {
	"list": [
	"Professor Femina J. Patel (Head of Department)"
	],
	"details": "The Head of Department is Professor Femina J. Patel who holds the position of Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Industry collaborative projects",
	"Analytical research",
	"High-pressure reactor",
	"Carbon-dioxide Supercritical Extractor",
	"Gas Chromatography",
	"Industrial positions",
	"Research positions",
	"Government positions",
	"Academic positions",
	"Entrepreneurship"
	],
	"details": "The department aims to undertake industry collaborative projects and research. The Analytical Research Lab and Project Lab is equipped with advanced facilities for projects including High-pressure reactor Carbon-dioxide Supercritical Extractor and Gas Chromatography. Graduates are prepared for positions in Industrial Research Government Academic Entrepreneur or other organizations that utilize their technical knowledge and professional skills."
	}
	}
	},
	"civil": {
	"id": "civil-engineering-department",
	"name": "Civil Engineering Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=4",
	"category": "civil",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [
	"Fluid Mechanics Laboratory (venturimeter, orifice meter, rotameter, open channel flow)",
	"Computer Laboratory (13+5 Dell computers, AutoCAD 2019, Revit 2019, Vissim, QGIS, Epanet)",
	"Environment Laboratory (Digital pH meter, Water testing Kit, COD Apparatus, BOD incubator, Sound meter)",
	"Surveying Laboratory (Total Station, chain, tape, compass, Plain Table, Dumpy level, Auto level)",
	"Transportation Lab (Shape test Apparatus, sieve shaker, Impact testing machine, Los Angeles Abrasion machine, Penetrometer, Ductility testing machine)",
	"Computational Laboratory (11 high configured computers, Multimedia projector, ILWIS, QGIS, GRASS GIS, GEOMATICA, Epanet, Auto CAD)",
	"Geoinformatics Laboratory (Total station, Digital Theodolite, Auto level, Digital planimeter)"
	],
	"details": "Fluid Mechanics Laboratory deals with practical knowledge application of principles in collection storage control transport regulation measurement and use of water with flow measuring set-ups such as venturimeter orifice meter rotameter for visualizing basic theory, examining properties of fluids, conducting experiments involving incompressible and compressible flow, and open channel flow experiments. Computer Laboratory and project laboratory has 13 plus 5 high end Dell computers with LED monitors and internet facility with software installed including Autocad 2019 Revit 2019 Vissim QGIS Epanet for course and project work. Environment Laboratory has various equipments for water waste water air and noise quality assessment including Digital pH meter Water testing Kit COD Apparatus BOD incubator Water Bath Jar apparatus and Sound meter. Surveying Laboratory has various equipments ranging from latest Total Station to basic equipments like chain tape and compass for thorough knowledge, also has Plain Table Dumpy level and Auto level for basic surveying needs. Transportation Lab has various equipments for test on aggregate and bitumen including Shape test Apparatus sieve shakers Impact testing machine Los Angeles Abrasion machine for aggregates and Penetrometer Ductility testing machine Ring and ball Apparatus Viscometer Flash and fire point test apparatus for bitumen testing. Computational Laboratory has 11 high configured computers with LED monitors, Multimedia projector and audio system, high-speed Local Area Network connection through Institutes central facilities for round-the-clock internet and email connection, with advanced software installed including Integrated Land and Water Information System ILWIS QGIS GRASS GIS GEOMATICA Epanet and Auto CAD. Geoinformatics Laboratory is well equipped with latest angle and Distance measuring Instruments such as Total station, Digital Theodolite, Auto level, Digital planimeter, and latest computational facility to process acquired data with well versed faculties in Geoinformatics field to guide students for design engineering projects."
	},
	"faculty": {
	"list": [
	"Professor Navneet P. Singh (Professor, Ph.D., HOD)",
	"Professor Bhaumik Ranjitkumar Shah (Associate Professor, Ph.D.)",
	"Professor Ujas Deven Pandya (Associate Professor, Ph.D.)",
	"Professor Upendrasingh R. Singh (Assistant Professor, M.E.)",
	"Professor Girish D. Jagad (Assistant Professor, M.E.)",
	"Professor Amiben N. Dave (Assistant Professor, M.E. CIVIL)",
	"Professor Bhagyesh C Contractor (Assistant Professor, M.E.)",
	"Professor Jatin N. Patel (Assistant Professor, M.TECH)",
	"Professor Dhriti R. Rawat (Assistant Professor, M.E.)"
	],
	"details": "The department has nine faculty members including one Professor with Ph.D. qualification who is also Head of Department, two Associate Professors with Ph.D. qualifications, and six Assistant Professors with M.E. or M.TECH qualifications. The Head of Department is Professor Navneet P. Singh who is a Professor with Ph.D. qualification. Associate Professors include Professor Bhaumik Ranjitkumar Shah and Professor Ujas Deven Pandya both with Ph.D. qualifications. Assistant Professors include Professor Upendrasingh R. Singh with M.E., Professor Girish D. Jagad with M.E., Professor Amiben N. Dave with M.E. CIVIL, Professor Bhagyesh C Contractor with M.E., Professor Jatin N. Patel with M.TECH, and Professor Dhriti R. Rawat with M.E."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (60 students)",
	"Postgraduate (PG) program intake (18 students)"
	],
	"details": "The Undergraduate program has an intake capacity of 60 students and the Postgraduate program has an intake capacity of 18 students."
	},
	"hod": {
	"list": [
	"Professor N. P. Singh (Head of Department)"
	],
	"details": "The Head of Department is Professor N. P. Singh who holds the position of Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Innovative education system",
	"Research and consultancy work",
	"Industrial and societal needs",
	"Analysis and design of structures",
	"Modern Civil Engineering tools and techniques",
	"Lifelong learning habits",
	"Functionally efficient infrastructure",
	"Cost-effective infrastructure",
	"Safe infrastructure development"
	],
	"details": "The department promotes an innovative education system research and consultancy work for industrial and societal needs. Graduates gain expertise in the analysis and design of structures using modern Civil Engineering tools and techniques, and develop lifelong learning habits for functionally efficient cost-effective and safe infrastructure development."
	}
	}
	},
	"computer_eng": {
	"id": "computer-engineering-department",
	"name": "Computer Engineering Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=3",
	"category": "computer_eng",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [
	"The Programming Lab1 and 2 (C, C++ programming)",
	"The Network Lab (Network programming and simulation training)",
	"The OOP Lab (Object Oriented Programming)",
	"The Advance Computing Lab (Data Mining and Business Intelligence)",
	"The Internet and Advance Programming lab 1 and 2 (final and pre-final year students for project work)",
	"The High Performance server and network infrastructure (connectivity to the institute)",
	"The Hardware Lab (8085 & 8086 Microprocessor hardware kits, Raspberry PI-3 B+ Kits, GPS tracker, Sensor Kits, LoRa)"
	],
	"details": "Programming Lab1 and 2 has desktop computers with open source programming SDKs for C and C++ programming courses. Network Lab has high-end desktop computers with networking software, network simulators including Wireshark and Packet Tracer, and programming languages C, C++, Java, and Python 2.7 on Windows 10 for network application programming. OOP Lab has desktop computers with Object Oriented Programming SDKs, Integrated Development Environments including Eclipse and EditPlus, and Object Oriented Software Engineering tools. Advance Computing Lab has desktop computers with SDKs for Machine Learning, Data Mining, and Hadoop Cluster used for Data Mining and Business Intelligence and Python Programming courses. Internet and Advance Programming lab 1 and 2 has high-end desktop computers with open source tools for formal specification and verification, advanced static analysis, dynamic analysis and testing tools, modeling languages, CASE tools, and general programming environments used by final and pre-final year students for project work. High Performance server and network infrastructure is the Network Operation Center providing fiber connectivity with central rack containing networking switches and servers including web server, application server MIS, Oracle Database Server, and file server. Hardware Lab handles Microprocessor, Digital Electronics, and Internet of Things subjects with 8085 and 8086 Microprocessor hardware kits, Digital Trainer Kits with Basic gates, and IoT sensors and devices including Raspberry PI-3 B+ Kits, GPS tracker, Sensor Kits, and LoRa."
	},
	"faculty": {
	"list": [
	"Professor Kajal S. Patel (Associate Professor, Ph.D., HOD)",
	"Professor Hetal A. Joshiara (Associate Professor, Ph.D.)",
	"Professor Viral Borisagar (Associate Professor, Ph.D.)",
	"Professor Jalpa M. Ramavat (Assistant Professor, Ph.D.)",
	"Professor Nakul R. Dave (Assistant Professor, Ph.D.)",
	"Professor Amit H. Rathod (Assistant Professor, Ph.D.)",
	"Professor Nirav B. Suthar (Assistant Professor, M.E.)",
	"Professor Jaimin M. Shroff (Assistant Professor, M.Tech)",
	"Professor Jigna J. Jadav (Assistant Professor, Ph.D.)",
	"Professor Vinodray D. Thumar (Assistant Professor, Ph.D.)",
	"Professor Karan P. Bhatt (Assistant Professor, M.E.)",
	"Professor Avani Nakul Dave (Assistant Professor, M.E.)",
	"Professor Rahul K. Shah (Assistant Professor, M.Tech)",
	"Professor Bhavinkumar N. Patel (Assistant Professor, M.E)",
	"Mrs. Vital R. Patel (Computer Operator, D.E.)"
	],
	"details": "The department has fifteen faculty members including three Associate Professors with Ph.D. qualifications and eight Assistant Professors with Ph.D. qualifications. The remaining Assistant Professors hold M.E. or M.Tech degrees. The Head of Department is Professor Kajal S. Patel who is an Associate Professor with Ph.D. qualification. Other Associate Professors include Professor Hetal A. Joshiara and Professor Viral Borisagar both with Ph.D. qualifications. Assistant Professors with Ph.D. include Professor Jalpa M. Ramavat, Professor Nakul R. Dave, Professor Amit H. Rathod, Professor Jigna J. Jadav, and Professor Vinodray D. Thumar. Assistant Professors with M.E. or M.Tech qualifications include Professor Nirav B. Suthar with M.E., Professor Jaimin M. Shroff with M.Tech, Professor Karan P. Bhatt with M.E., Professor Avani Nakul Dave with M.E., Professor Rahul K. Shah with M.Tech, and Professor Bhavinkumar N. Patel with M.E. The department also has Mrs. Vital R. Patel serving as Computer Operator with D.E. qualification."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (120 students)"
	],
	"details": "The Undergraduate program has an intake capacity of 120 students."
	},
	"hod": {
	"list": [
	"Professor Kajal S. Patel (Head of Department)"
	],
	"details": "The Head of Department is Professor Kajal S. Patel who holds the position of Associate Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Industry partnerships",
	"Government agency collaborations",
	"R&D organization partnerships",
	"Entrepreneurship development",
	"Higher studies preparation",
	"Research and development in computing",
	"Modern software frameworks",
	"Data science techniques",
	"Machine learning techniques",
	"Large volume data problem solving"
	],
	"details": "The department fosters an environment for research and entrepreneurship developing partnerships with industries government agencies and R&D organizations for knowledge sharing. Graduates are equipped with skills to pursue entrepreneurship higher studies research and development in computing utilizing modern software frameworks and data science and machine learning techniques for solving problems with large volumes of data."
	}
	}
	},
	"cse_ds": {
	"id": "computer-science-engineering-data-science-department",
	"name": "Computer Science & Engineering (Data Science) Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=13",
	"category": "cse_ds",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [],
	"details": ""
	},
	"faculty": {
	"list": [
	"Professor Kajal S. Patel (Associate Professor, Ph.D., HOD)",
	"Professor Hetal A. Joshiara (Associate Professor, Ph.D.)",
	"Professor Viral Borisagar (Associate Professor, Ph.D.)",
	"Professor Jalpa M. Ramavat (Assistant Professor, Ph.D.)",
	"Professor Nakul R. Dave (Assistant Professor, Ph.D.)",
	"Professor Amit H. Rathod (Assistant Professor, Ph.D.)",
	"Professor Nirav B. Suthar (Assistant Professor, M.E.)",
	"Professor Jaimin M. Shroff (Assistant Professor, M.Tech)",
	"Professor Jigna J. Jadav (Assistant Professor, Ph.D.)",
	"Professor Vinodray D. Thumar (Assistant Professor, Ph.D.)",
	"Professor Karan P. Bhatt (Assistant Professor, M.E.)",
	"Professor Avani Nakul Dave (Assistant Professor, M.E.)",
	"Professor Rahul K. Shah (Assistant Professor, M.Tech)",
	"Professor Bhavinkumar N. Patel (Assistant Professor, M.E)",
	"Mrs. Vital R. Patel (Computer Operator, D.E.)"
	],
	"details": "The department has fifteen faculty members including three Associate Professors with Ph.D. qualifications and eight Assistant Professors with Ph.D. qualifications. The remaining Assistant Professors hold M.E. or M.Tech degrees. The Head of Department is Professor Kajal S. Patel who is an Associate Professor with Ph.D. qualification. Other Associate Professors include Professor Hetal A. Joshiara and Professor Viral Borisagar both with Ph.D. qualifications. Assistant Professors with Ph.D. include Professor Jalpa M. Ramavat, Professor Nakul R. Dave, Professor Amit H. Rathod, Professor Jigna J. Jadav, and Professor Vinodray D. Thumar. Assistant Professors with M.E. or M.Tech qualifications include Professor Nirav B. Suthar with M.E., Professor Jaimin M. Shroff with M.Tech, Professor Karan P. Bhatt with M.E., Professor Avani Nakul Dave with M.E., Professor Rahul K. Shah with M.Tech, and Professor Bhavinkumar N. Patel with M.E. The department also has Mrs. Vital R. Patel serving as Computer Operator with D.E. qualification."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (60 students)"
	],
	"details": "The Undergraduate program has an intake capacity of 60 students."
	},
	"hod": {
	"list": [
	"Professor Kajal S. Patel (Head of Department)"
	],
	"details": "The Head of Department is Professor Kajal S. Patel who holds the position of Associate Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Data science skills",
	"Technology leverage",
	"Effective sustainable solutions",
	"Real-world challenges",
	"Industry collaborations",
	"Research institute collaborations",
	"Professional growth",
	"Research environment",
	"Entrepreneurship environment",
	"Technical skills",
	"Research skills",
	"Industry problem solving",
	"Societal problem solving",
	"Data science techniques"
	],
	"details": "The department aims to equip students with data science skills to leverage technology for effective sustainable solutions to real-world challenges, fostering collaborations with industry and research institutes to support professional growth, and creating an environment that supports both research and entrepreneurship. Graduates will possess technical and research skills to solve industry and societal problems using data science techniques."
	}
	}
	},
	"electronics_comm": {
	"id": "electronics-communication-department",
	"name": "Electronics & Communication Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=6",
	"category": "electronics_comm",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [
	"Advance Communication Lab (optical communication, mobile communication, Satellite communication, Microwave communication, Antenna)",
	"Computer Center (Digital signal processing, VLSI Technology and Design, computer networking, FPGA, CPLD trainer kits)",
	"Microcontroller and Microprocessor Laboratory (Control Engineering, Embedded, Microprocessor, Microcontroller, 8085, 8051, PIC, ARM)",
	"Solid State Lab (Basic electronics, circuits and networks, electronics workshops, integrated circuits, digital electronics)",
	"Communication Laboratory (electronics communication, digital communication, power electronics, DSOs, CROs, Function Generators)"
	],
	"details": "Advance Communication Lab is used for performing experiments related to optical communication, mobile communication, Satellite communication, Microwave communication and Antenna subjects, fully equipped with required kits. Computer Center is used for performing experiments related to Digital signal processing, VLSI Technology and Design, computer networking subjects, fully equipped with various FPGA CPLD trainer kits of Xilinx families like Spartan II, Spartan III, Vertex-4 and Altera families kits, also having DSP processor boards from TI for minor and major projects in Signal Processing. Microcontroller and Microprocessor Laboratory is used for performing experiments related to Control Engineering, Embedded, Microprocessor and Microcontroller subjects, fully equipped with 8085, 8051, PIC and ARM processor kits with interfacing modules such as LCD and keypad, stepper motor, A to D converter, GPIO interface, Programmable Peripheral Interface, DMA controller. Solid State Lab is used for performing experiments related to Basic electronics, circuits and networks, electronics workshops, integrated circuits and applications, digital electronics subjects, fully equipped with various kits and trainer boards. Communication Laboratory is used for performing experiments related to electronics communication, digital communication, and power electronics subjects with equipments like DSOs, CROs, Function Generators, and Communication Trainer Kits, SCR based kits."
	},
	"faculty": {
	"list": [
	"Dr. Arun B. Nandurbarkar (Professor, Ph.D., HOD)",
	"Professor Manish P. Patel (Associate Professor, M.E.)",
	"Professor Sanjaykumar Dahyalal Joshi (Associate Professor, M.E.)",
	"Professor Prajapati Pankajkumar Punamchand (Associate Professor, Ph.D.)",
	"Professor Kinjal Ravi Sheth (Associate Professor, Ph.D.)",
	"Professor Nitinkumar J. Bathani (Associate Professor, Ph.D.)",
	"Professor Shahid S.Modasiya (Associate Professor, Ph.D.)",
	"Professor Balvant J. Makwana (Associate Professor, Ph.D.)",
	"Professor Amee U. Chhaya (Assistant Professor, M.E.)",
	"Professor Maharshi K. Bhatt (Assistant Professor, M.E.)",
	"Professor Krunal P. Acharya (Assistant Professor, M.E.)",
	"Professor Urvisha N. Fatak (Assistant Professor, M.E.)",
	"Professor Jagruti K.Naik (Assistant Professor, M.E.)",
	"Professor Jaynila P. Prajapati (Assistant Professor, M.E.)",
	"Professor Nareshkumar P. Patel (Assistant Professor, M.Tech)",
	"Professor Ketankumar N. Patel (Assistant Professor, M.E.)",
	"Professor Chintan B. Dave (Assistant Professor, M.E.)",
	"Professor Gauravkumar R. Asari (Assistant Professor, Ph.D.)",
	"Professor Jagruti J. Makwana (Assistant Professor, M.E.)",
	"Professor Dhara J. Sangani (Assistant Professor, Ph.D.)",
	"Professor Rahul M. Patel (Assistant Professor, M.E.)",
	"Professor Navin T. Ganeshan (Assistant Professor, M.E.)",
	"Professor Amit R. Agrawal (Assistant Professor, M.E.)",
	"Professor Kalpesh B. Chaudhary (Assistant Professor, M.Tech)",
	"Professor Jayesh N. Diwan (Assistant Professor, M.Tech)",
	"Professor Rina S. Parikh (Assistant Professor, M.Tech)",
	"Ms. Shreeji S. Sheth (Assistant Professor, ME)",
	"Mrs. Zalak Bijalkumar Modi (Lecturer, M.E.)",
	"Ms. Jagruti B. Parmar (Lab Assistant, D.E.)"
	],
	"details": "The department has twenty-nine faculty members including one Professor with Ph.D. qualification who is also Head of Department, six Associate Professors with M.E. or Ph.D. qualifications, twenty Assistant Professors with M.E., M.Tech or Ph.D. qualifications, one Lecturer with M.E., and one Lab Assistant with D.E. qualification. The Head of Department is Dr. Arun B. Nandurbarkar who is a Professor with Ph.D. qualification. Associate Professors include Professor Manish P. Patel with M.E., Professor Sanjaykumar Dahyalal Joshi with M.E., Professor Prajapati Pankajkumar Punamchand with Ph.D., Professor Kinjal Ravi Sheth with Ph.D., Professor Nitinkumar J. Bathani with Ph.D., Professor Shahid S.Modasiya with Ph.D., and Professor Balvant J. Makwana with Ph.D. Assistant Professors with Ph.D. include Professor Gauravkumar R. Asari and Professor Dhara J. Sangani. Assistant Professors with M.E. or M.Tech include Professor Amee U. Chhaya, Professor Maharshi K. Bhatt, Professor Krunal P. Acharya, Professor Urvisha N. Fatak, Professor Jagruti K.Naik, Professor Jaynila P. Prajapati, Professor Nareshkumar P. Patel with M.Tech, Professor Ketankumar N. Patel, Professor Chintan B. Dave, Professor Jagruti J. Makwana, Professor Rahul M. Patel, Professor Navin T. Ganeshan, Professor Amit R. Agrawal, Professor Kalpesh B. Chaudhary with M.Tech, Professor Jayesh N. Diwan with M.Tech, Professor Rina S. Parikh with M.Tech, and Ms. Shreeji S. Sheth with ME. Mrs. Zalak Bijalkumar Modi serves as Lecturer with M.E. and Ms. Jagruti B. Parmar serves as Lab Assistant with D.E. qualification."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (120 students)",
	"Postgraduate (PG) program intake (18 students)"
	],
	"details": "The Undergraduate program has an intake capacity of 120 students and the Postgraduate program has an intake capacity of 18 students."
	},
	"hod": {
	"list": [
	"Professor Arun B. Nandurbarkar (Head of Department)"
	],
	"details": "The Head of Department is Professor Arun B. Nandurbarkar who holds the position of Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Socially responsible Electronics and Communication Engineers",
	"Innovators and entrepreneurs ecosystem",
	"Entrepreneurship promotion",
	"Research and innovation",
	"Real-life problem-solving",
	"New technology development",
	"Industry linkages",
	"Academic linkages",
	"Research organization linkages",
	"Electronic circuits analysis",
	"Electronic circuits design",
	"Electronic systems development",
	"Real-life problem solutions"
	],
	"details": "The department aims to create an ecosystem for the proliferation of socially responsible and technically sound Electronics and Communication Engineers, innovators, and entrepreneurs. It promotes entrepreneurship, research, innovation, and real-life problem-solving, contributing to the development of new technology. The department also strengthens linkages with industries, academic, and research organizations, enabling graduates to analyze, design, and develop electronic circuits and systems and provide solutions for real-life problems."
	}
	}
	},
	"electrical": {
	"id": "electrical-engineering-department",
	"name": "Electrical Engineering Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=5",
	"category": "electrical",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [
	"Electrical Mechanics Laboratory (1-Phase and 3-Phase transformer, Induction machines, DC machines, Synchronous machines)",
	"High Voltage Engineering Laboratory (Oil testing kit, Sphere-Gap assembly, High-voltage transformer, High-voltage rectifier)",
	"Switchgear and Protection Laboratory (Transmission Line Simulator, Distance Relay trainer, Over Current relay trainer, Circuit breaker)",
	"Electronics Laboratory (PWM Inverters, IGBT SCR UJT MOSFET trainer, Cyclo-converter, Chopper controlled DC drives, Digital Storage Scopes)",
	"Computer Lab (MATLAB, SciLab, VLab, PSIM, e-learning materials, Design engineering and final year project work)",
	"Network Measurement and Instrumentation Lab (Bridges for measuring R L C, thermocouples, LVDT, Strain gauge, ultrasonic distance measurement)"
	],
	"details": "Electrical Mechanics Laboratory is equipped with basic and advanced electrical machines including 1-Phase and 3-Phase transformer, 1-phase and 3-phase variac, Induction machines, DC machines, Synchronous machines, lamp banks, various measuring meters, cut section of machines to demonstrate various parts, and various Resistive Inductive and Capacitive load banks. High Voltage Engineering Laboratory is designed to provide platform for basic studies and research in Insulation studies with Oil testing kit, kit for measurement of dielectric strength of solid, Horn-gap arrester, Electrolytic tank, Sphere-Gap assembly, High-voltage transformer with control panel, and High-voltage rectifier. Switchgear and Protection Laboratory has Transmission Line Simulator with Protection system, Microcontroller based Distance Relay trainer, Microcontroller based Over Current relay trainer, and various Circuit breaker for demonstration. Electronics Laboratory has Experimental setups for power electronics Applications such as PWM Inverters, V-I Characteristics of IGBT SCR UJT and MOSFET trainer, A.C. voltage controllers, Cyclo-converter, Chopper controlled DC drives, Chopper trainer, Single phase dual converter, Gate Base triggering circuit trainer, Digital Storage Scopes 60 MHz and 200 MHz with high voltage differential probe, AC to DC regulated dual power supplies, Measurement panel includes CRO function generator regulated DC power supply. Computer Lab teaches students of each semester efficiently and effectively with software like MATLAB SciLab VLab PSIM for practicals, internet facility for e-learning materials, and resources for Design engineering and final year project work. Network Measurement and Instrumentation Lab is located at L204 L block Electrical department equipped with various experimental setups of bridges for measuring R L C, thermocouples, LVDT, Strain gauge, ultrasonic distance measurement and other measuring instruments for enhancing students knowledge in measurement of electrical parameters."
	},
	"faculty": {
	"list": [
	"Professor Saurabh N. Pandya (Professor, Ph.D., HOD)",
	"Professor Hiren D. Mehta (Professor, PhD Electrical Engineering)",
	"Professor A. D. Joshi (Associate Professor, M.E.)",
	"Professor Mahesh Hemshanker Pandya (Associate Professor, Ph.D.)",
	"Professor Mudassir A. Maniar (Associate Professor, Ph.D.)",
	"Professor Muktesh Govindbhai Siddh (Assistant Professor, M.E.)",
	"Professor Sunil S. Changlani (Assistant Professor, M.E. Electrical)",
	"Professor Dilipkumar R. Dobariya (Assistant Professor, Ph.D.)",
	"Professor Anita Y. Solanki (Assistant Professor, M.E.)",
	"Professor Minaxi L. Patel (Assistant Professor, M.E.)",
	"Professor Sita S. Agrawal (Assistant Professor, M.E.)",
	"Professor Rinal K. Ahir (Assistant Professor, M.E.)",
	"Professor Bhupendrakumar K. Patel (Assistant Professor, M.E.)",
	"Professor Rozina R. Surani (Assistant Professor, M.E)",
	"Professor Avani T. Mistry (Assistant Professor, M.E.)",
	"Professor Kaustubh A. Vyas (Assistant Professor, Ph.D.)",
	"Professor Mehulsinh G. Jadeja (Assistant Professor, M.E.)",
	"Professor Pulin J. Purohit (Assistant Professor, M.E.)",
	"Professor Hitendrasinh B. Vaghela (Assistant Professor, M.E.)",
	"Professor Dharmistha V. Makwana (Assistant Professor, M.E.)",
	"Professor Divyesh J. Vaghela (Assistant Professor, Ph.D.)",
	"Professor Vaibhavi M. Parmar (Assistant Professor, M.E.)",
	"Professor Nilam B. Panchal (Assistant Professor, M.E.)",
	"Professor Grishma P. Pipaliya (Assistant Professor, M.E.)",
	"Professor Nilesh J. Patel (Assistant Professor, M.E.)",
	"Professor Nisha B. Lodha (Assistant Professor, M.E.)",
	"Mr. Pradipkumar T. Prajapati (Laboratory Assistant, D.E.)"
	],
	"details": "The department has twenty-seven faculty members including two Professors with Ph.D. qualifications with one being Head of Department, two Associate Professors with M.E. or Ph.D. qualifications, twenty-two Assistant Professors with M.E. or Ph.D. qualifications, and one Laboratory Assistant with D.E. qualification. The Head of Department is Professor Saurabh N. Pandya who is a Professor with Ph.D. qualification. Other Professor is Professor Hiren D. Mehta with PhD in Electrical Engineering. Associate Professors include Professor A. D. Joshi with M.E., Professor Mahesh Hemshanker Pandya with Ph.D., and Professor Mudassir A. Maniar with Ph.D. Assistant Professors with Ph.D. include Professor Dilipkumar R. Dobariya, Professor Kaustubh A. Vyas, and Professor Divyesh J. Vaghela. Assistant Professors with M.E. or M.E. Electrical include Professor Muktesh Govindbhai Siddh, Professor Sunil S. Changlani with M.E. Electrical, Professor Anita Y. Solanki, Professor Minaxi L. Patel, Professor Sita S. Agrawal, Professor Rinal K. Ahir, Professor Bhupendrakumar K. Patel, Professor Rozina R. Surani with M.E., Professor Avani T. Mistry, Professor Mehulsinh G. Jadeja, Professor Pulin J. Purohit, Professor Hitendrasinh B. Vaghela, Professor Dharmistha V. Makwana, Professor Vaibhavi M. Parmar, Professor Nilam B. Panchal, Professor Grishma P. Pipaliya, Professor Nilesh J. Patel, and Professor Nisha B. Lodha. Mr. Pradipkumar T. Prajapati serves as Laboratory Assistant with D.E. qualification."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (120 students)",
	"Minor/Honors in Electric Vehicle intake (started 2023)",
	"Working Professionals intake (15 students, started 2024)"
	],
	"details": "The Undergraduate program has an intake capacity of 120 students. There is also an intake for Minor/Honors in Electric Vehicle which started in 2023. Additionally there is an intake of 15 students for Working Professionals which started in 2024."
	},
	"hod": {
	"list": [
	"Professor S. N. Pandya (Head of Department)"
	],
	"details": "The Head of Department is Professor S. N. Pandya who holds the position of Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Socially responsible electrical graduates",
	"National capabilities in energy management",
	"Nonconventional energy sources",
	"Changing technological environments",
	"Research and innovation",
	"Entrepreneurship development",
	"Societal issues solutions",
	"Environmental issues solutions"
	],
	"details": "The department aims to produce socially responsible and innovative electrical graduates, contributing to national capabilities in energy management and exploring nonconventional energy sources. Graduates are encouraged to adapt to changing technological environments, pursue research and innovation, and develop innovative solutions for industries and entrepreneurship that address societal and environmental issues."
	}
	}
	},
	"electronics_inst": {
	"id": "electronics-instrumentation-engineering-department",
	"name": "Electronics & Instrumentation Engineering Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=14",
	"category": "electronics_inst",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [],
	"details": ""
	},
	"faculty": {
	"list": [
	"Professor Mehul K. Shah (Associate Professor, Ph.D., HOD)",
	"Professor Shalini A. Rankawat (Associate Professor, Ph.D.)",
	"Professor Mukesh M. Sharma (Associate Professor, M.E.)",
	"Professor Manoj Khediya (Assistant Professor, M.E.)",
	"Professor Mamta V. Patel (Assistant Professor, Ph.D.)",
	"Professor Kamakshi Kaul (Assistant Professor, M.Tech)",
	"Professor Swapna N. Shah (Assistant Professor, M.E.)",
	"Professor Swati Y. Rathod (Assistant Professor, M.E.)",
	"Professor Nitin R. Prajapati (Assistant Professor, M.E.)",
	"Professor Hetal N. Dalal (Assistant Professor, M.E.)",
	"Parul S. Trikar (Lecturer Adhoc, B.E.)",
	"Mr. Priteshkumar C. Shakta (Laboratory Assistant, D.E.)"
	],
	"details": "The department has twelve faculty members including three Associate Professors with Ph.D. or M.E. qualifications with one being Head of Department, five Assistant Professors with M.E. or Ph.D. qualifications, one Assistant Professor with M.Tech, one Lecturer with B.E., and one Laboratory Assistant with D.E. qualification. The Head of Department is Professor Mehul K. Shah who is an Associate Professor with Ph.D. qualification. Other Associate Professors include Professor Shalini A. Rankawat with Ph.D. and Professor Mukesh M. Sharma with M.E. Assistant Professors include Professor Manoj Khediya with M.E., Professor Mamta V. Patel with Ph.D., Professor Kamakshi Kaul with M.Tech, Professor Swapna N. Shah with M.E., Professor Swati Y. Rathod with M.E., Professor Nitin R. Prajapati with M.E., and Professor Hetal N. Dalal with M.E. Parul S. Trikar serves as Lecturer Adhoc with B.E. and Mr. Priteshkumar C. Shakta serves as Laboratory Assistant with D.E. qualification."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (30 students)"
	],
	"details": "The Undergraduate program has an intake capacity of 30 students."
	},
	"hod": {
	"list": [
	"Professor M. K. Shah (Head of Department)"
	],
	"details": "The Head of Department is Professor M. K. Shah who holds the position of Associate Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Applied education in Electronics & Instrumentation Engineering",
	"Control systems",
	"Automation technologies",
	"Research and development",
	"Automation technology advancement",
	"Industry demands",
	"Societal challenges",
	"Advanced studies",
	"Professional development",
	"Robotics",
	"Artificial intelligence",
	"Internet of Things IoT"
	],
	"details": "The department aims to deliver exceptional applied and interdisciplinary education in Electronics and Instrumentation Engineering, focusing on control systems and automation technologies. It engages in research and development to advance automation technologies, contributing to industry demands and societal challenges. Graduates are encouraged to pursue advanced studies, research, and professional development in automation-related fields like robotics, control systems, artificial intelligence, and the Internet of Things IoT."
	}
	}
	},
	"ict": {
	"id": "information-communication-technology-department",
	"name": "Information & Communication Technology Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=15",
	"category": "ict",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [
	"Cutting-edge laboratories (state-of-the-art technology infrastructure)"
	],
	"details": "The department aims to establish cutting-edge laboratories and ensure a well-equipped academic infrastructure that incorporates state-of-the-art technology."
	},
	"faculty": {
	"list": [
	"Dr. Arun B. Nandurbarkar (Professor, Ph.D., HOD)",
	"Professor Manish P. Patel (Associate Professor, M.E.)",
	"Professor Sanjaykumar Dahyalal Joshi (Associate Professor, M.E.)",
	"Professor Prajapati Pankajkumar Punamchand (Associate Professor, Ph.D.)",
	"Professor Kinjal Ravi Sheth (Associate Professor, Ph.D.)",
	"Professor Nitinkumar J. Bathani (Associate Professor, Ph.D.)",
	"Professor Shahid S.Modasiya (Associate Professor, Ph.D.)",
	"Professor Balvant J. Makwana (Associate Professor, Ph.D.)",
	"Professor Amee U. Chhaya (Assistant Professor, M.E.)",
	"Professor Maharshi K. Bhatt (Assistant Professor, M.E.)",
	"Professor Krunal P. Acharya (Assistant Professor, M.E.)",
	"Professor Urvisha N. Fatak (Assistant Professor, M.E.)",
	"Professor Jagruti K.Naik (Assistant Professor, M.E.)",
	"Professor Jaynila P. Prajapati (Assistant Professor, M.E.)",
	"Professor Nareshkumar P. Patel (Assistant Professor, M.Tech)",
	"Professor Ketankumar N. Patel (Assistant Professor, M.E.)",
	"Professor Chintan B. Dave (Assistant Professor, M.E.)",
	"Professor Gauravkumar R. Asari (Assistant Professor, Ph.D.)",
	"Professor Jagruti J. Makwana (Assistant Professor, M.E.)",
	"Professor Dhara J. Sangani (Assistant Professor, Ph.D.)",
	"Professor Rahul M. Patel (Assistant Professor, M.E.)",
	"Professor Navin T. Ganeshan (Assistant Professor, M.E.)",
	"Professor Amit R. Agrawal (Assistant Professor, M.E.)",
	"Professor Kalpesh B. Chaudhary (Assistant Professor, M.Tech)",
	"Professor Jayesh N. Diwan (Assistant Professor, M.Tech)",
	"Professor Rina S. Parikh (Assistant Professor, M.Tech)",
	"Ms. Shreeji S. Sheth (Assistant Professor, ME)",
	"Mrs. Zalak Bijalkumar Modi (Lecturer, M.E.)",
	"Ms. Jagruti B. Parmar (Lab Assistant, D.E.)"
	],
	"details": "The department has twenty-nine faculty members including one Professor with Ph.D. qualification who is also Head of Department, six Associate Professors with M.E. or Ph.D. qualifications, twenty Assistant Professors with M.E., M.Tech or Ph.D. qualifications, one Lecturer with M.E., and one Lab Assistant with D.E. qualification. The Head of Department is Dr. Arun B. Nandurbarkar who is a Professor with Ph.D. qualification. Associate Professors include Professor Manish P. Patel with M.E., Professor Sanjaykumar Dahyalal Joshi with M.E., Professor Prajapati Pankajkumar Punamchand with Ph.D., Professor Kinjal Ravi Sheth with Ph.D., Professor Nitinkumar J. Bathani with Ph.D., Professor Shahid S.Modasiya with Ph.D., and Professor Balvant J. Makwana with Ph.D. Assistant Professors with Ph.D. include Professor Gauravkumar R. Asari and Professor Dhara J. Sangani. Assistant Professors with M.E. or M.Tech include Professor Amee U. Chhaya, Professor Maharshi K. Bhatt, Professor Krunal P. Acharya, Professor Urvisha N. Fatak, Professor Jagruti K.Naik, Professor Jaynila P. Prajapati, Professor Nareshkumar P. Patel with M.Tech, Professor Ketankumar N. Patel, Professor Chintan B. Dave, Professor Jagruti J. Makwana, Professor Rahul M. Patel, Professor Navin T. Ganeshan, Professor Amit R. Agrawal, Professor Kalpesh B. Chaudhary with M.Tech, Professor Jayesh N. Diwan with M.Tech, Professor Rina S. Parikh with M.Tech, and Ms. Shreeji S. Sheth with ME. Mrs. Zalak Bijalkumar Modi serves as Lecturer with M.E. and Ms. Jagruti B. Parmar serves as Lab Assistant with D.E. qualification."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (60 students)"
	],
	"details": "The Undergraduate program has an intake capacity of 60 students."
	},
	"hod": {
	"list": [
	"Professor Arun B. Nandurbarkar (Head of Department)"
	],
	"details": "The Head of Department is Professor Arun B. Nandurbarkar who holds the position of Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Research culture",
	"Consultancy work",
	"Entrepreneurship skills",
	"Engineers development",
	"Innovators development",
	"Entrepreneurs development",
	"Information and Communication Technology ICT",
	"Evolving industrial requirements",
	"Evolving societal requirements",
	"ICT engineering knowledge application",
	"Innovative solutions",
	"Real-world challenges",
	"Communication networks",
	"Cybersecurity",
	"Data management",
	"Software development",
	"Advanced education",
	"Research-oriented activities"
	],
	"details": "The department fosters research, consultancy work, and entrepreneurship skills. It aims to develop engineers, innovators, and entrepreneurs in Information and Communication Technology ICT capable of meeting evolving industrial and societal requirements. Graduates are expected to apply ICT engineering knowledge to develop innovative solutions for real-world challenges in communication networks, cybersecurity, data management, and software development, and pursue advanced education for research-oriented activities."
	}
	}
	},
	"instrumentation": {
	"id": "instrumentation-control-department",
	"name": "Instrumentation & Control Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=8",
	"category": "instrumentation",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [
	"Electronics and Circuit Design Lab (Analog and Digital Electronics, Electronic workbench, bread board, Circuit trainer board)",
	"Automation and Motion Control Lab (Allen-Bradley PLC Trainer panel, SCADA trainer kit, Network Protocol Based Control System Trainer, Twin Rotor MIMO Control System, Magnetic Levitation Control System)",
	"Embedded System Lab (microprocessor, microcontroller, PIC microcontroller, embedded trainer, AVR trainer kit)",
	"Measurement and Transducer Lab (Thermocouple, RTD, Capacitive Level Sensors, CROs, Function generators, power supply, instrumentation work bench)",
	"Computer Center (MATLAB, LabVIEW, Keil, Multisim-ultiboard, Pspice-software, PicoSoft, RS Logic 5000, SciLab)",
	"Process Instrumentation and Calibration Lab (level trainer kit, pressure trainer kit, flow trainer kit, Multifunction Process Calibrator, Power Signal Analyzer, Multifunction Air Quality tester)",
	"Biomedical and Soft Computing Lab (Bio Signal Amplifier, Defibrillator Demo, Digital Blood Pressure Measurement, Respiration Simulator, EMG ECG EEG Simulator, Heart Rate Monitor, Phono-Cardiograph, Ultrasound Diathermy, Audiometer, External Pacemaker, Demo X-Ray Machine, Bio-Telemetry System)"
	],
	"details": "Electronics and Circuit Design Lab is for Analog and Digital Electronics hands on Experiments using Electronic workbench, bread board, and Circuit trainer board. Automation and Motion Control Lab has Allen-Bradley PLC Trainer panel, SCADA trainer kit, Network Protocol Based Control System Trainer, Twin Rotor MIMO Control System, and Magnetic Levitation Control System for familiarization in automation and different trainer kits. Embedded System Lab has microprocessor, microcontroller, PIC microcontroller, embedded trainer and AVR trainer kit providing tutorials and projects from the field of Electronics. Measurement and Transducer Lab develops basic project models using different sensors like Thermocouple RTD Capacitive Level Sensors, CROs, Function generators, power supply and instrumentation work bench for hands on experience in designing and executing circuits for real systems. Computer Center is well equipped with high tech softwares like MATLAB, LabVIEW, Keil, Multisim-ultiboard, Pspice-software, PicoSoft, RS Logic 5000, SciLab. Process Instrumentation and Calibration Lab designs and implements controllers for different processes and models process elements for optimum performance with level trainer kit, pressure trainer kit, flow trainer kit, Multifunction Process Calibrator, Power Signal Analyzer, Multifunction Air Quality tester. Biomedical and Soft Computing Lab has biomedical coverage including Bio Signal Amplifier, Defibrillator Demo, Digital Blood Pressure Measurement, Respiration Simulator, EMG ECG EEG Simulator, Heart Rate Monitor, Phono-Cardiograph, Ultrasound Diathermy, Audiometer, External Pacemaker, Demo X-Ray Machine, Bio-Telemetry System with computer facility for simulation."
	},
	"faculty": {
	"list": [
	"Professor Mehul K. Shah (Associate Professor, Ph.D., HOD)",
	"Professor Shalini A. Rankawat (Associate Professor, Ph.D.)",
	"Professor Mukesh M. Sharma (Associate Professor, M.E.)",
	"Professor Manoj Khediya (Assistant Professor, M.E.)",
	"Professor Mamta V. Patel (Assistant Professor, Ph.D.)",
	"Professor Kamakshi Kaul (Assistant Professor, M.Tech)",
	"Professor Swapna N. Shah (Assistant Professor, M.E.)",
	"Professor Swati Y. Rathod (Assistant Professor, M.E.)",
	"Professor Nitin R. Prajapati (Assistant Professor, M.E.)",
	"Professor Hetal N. Dalal (Assistant Professor, M.E.)",
	"Parul S. Trikar (Lecturer Adhoc, B.E.)",
	"Mr. Priteshkumar C. Shakta (Laboratory Assistant, D.E.)"
	],
	"details": "The department has twelve faculty members including three Associate Professors with Ph.D. or M.E. qualifications with one being Head of Department, five Assistant Professors with M.E. or Ph.D. qualifications, one Assistant Professor with M.Tech, one Lecturer with B.E., and one Laboratory Assistant with D.E. qualification. The Head of Department is Professor Mehul K. Shah who is an Associate Professor with Ph.D. qualification. Other Associate Professors include Professor Shalini A. Rankawat with Ph.D. and Professor Mukesh M. Sharma with M.E. Assistant Professors include Professor Manoj Khediya with M.E., Professor Mamta V. Patel with Ph.D., Professor Kamakshi Kaul with M.Tech, Professor Swapna N. Shah with M.E., Professor Swati Y. Rathod with M.E., Professor Nitin R. Prajapati with M.E., and Professor Hetal N. Dalal with M.E. Parul S. Trikar serves as Lecturer Adhoc with B.E. and Mr. Priteshkumar C. Shakta serves as Laboratory Assistant with D.E. qualification."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (60 students)"
	],
	"details": "The Undergraduate program has an intake capacity of 60 students."
	},
	"hod": {
	"list": [
	"Professor M. K. Shah (Head of Department)"
	],
	"details": "The Head of Department is Professor M. K. Shah who holds the position of Associate Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Process Instrumentation technical education",
	"Automation technical education",
	"Emerging technological needs",
	"Innovative ideas platform",
	"Startups in Instrumentation and Automation",
	"Research for new technology development",
	"Electronic circuitry design",
	"Electronic circuitry analysis",
	"Automatic systems design",
	"Automatic systems analysis"
	],
	"details": "The department aims to impart technical education in Process Instrumentation and Automation to meet emerging technological needs. It provides a platform for innovative ideas and startups in Instrumentation and Automation, encouraging engineers to contribute to research for new technology development. IC Engineers are trained to design and analyze electronic circuitry and automatic systems."
	}
	}
	},
	"it": {
	"id": "information-technology-department",
	"name": "Information Technology Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=7",
	"category": "it",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [
	"Advance Computing Lab-1 B-206A (Lenovo Computers with Internet connection)",
	"Advance Computing Lab-2 B-206B (Dell and Acer computers, simulation work)",
	"Database Lab B-203A (database related software)",
	"Object Oriented Programming Lab B-203B (programming related software, object oriented practicals)",
	"Programming Lab/ Design Engineering Lab B-103 (computers with internet connection)",
	"Network lab/ Project lab/ Hardware lab/ High Computing Facility B-104 (digital training kit, computers)",
	"High Computing Facility (Dell PowerEdge R740, Intel Xeon Gold 5118, 32GB RDIMM)",
	"Design Engineering Lab B-104 (tutorial lab, seminars)"
	],
	"details": "Advance Computing Lab-1 B-206A is a programming lab with Lenovo Computers and Internet connection for students to perform experiments. Advance Computing Lab-2 B-206B has Dell and Acer computers for experiments and simulation related work with all advance computing related experimental setup. Database Lab B-203A has computers with database related software. Object Oriented Programming Lab B-203B has computers with programming related software for students to perform various object oriented practicals. Programming Lab Design Engineering Lab B-103 has computers with internet connection. Network lab Project lab Hardware lab High Computing Facility B-104 has digital training kit for practicals and computers. High Computing Facility has Dell PowerEdge R740 with 2 Intel Xeon Gold 5118 2.3G 12C 24T processors, 16 2.5 inch SAS SATA Hard Drives, 4 32GB RDIMM 2666MT/s Dual Rank memory. Design Engineering Lab B-104 is a tutorial lab where subject tutorials and various seminars are conducted."
	},
	"faculty": {
	"list": [
	"Professor Vibha D. Patel (Professor, Ph.D., HOD)",
	"Professor Purvi N. Ramanuj (Associate Professor, Ph.D.)",
	"Professor Khushali R. Raval (Associate Professor, Ph.D.)",
	"Professor Vallabh G. Patel (Assistant Professor, M.E.)",
	"Professor Nikunj C. Gamit (Assistant Professor, M.Tech)",
	"Professor Jashvant R. Dave (Assistant Professor, Ph.D.)",
	"Professor Naimisha S. Trivedi (Assistant Professor, M.Tech)",
	"Professor Jignesh H. Vaniya (Assistant Professor, M.Tech)",
	"Professor Chetna G. Chand (Assistant Professor, M.Tech)",
	"Professor Dipak C. Patel (Assistant Professor, Ph.D.)",
	"Professor Om P. Mehta (Assistant Professor, Ph.D.)",
	"Professor Manmitsinh C. Zala (Assistant Professor, M.E.)",
	"Ms. Rashmi H. Chauhan (Lab Assistant, D.E)",
	"Mr. Jagdish S. Senma (Lab Assistant, D.E.)"
	],
	"details": "The department has fourteen faculty members including one Professor with Ph.D. qualification who is also Head of Department, two Associate Professors with Ph.D. qualifications, eight Assistant Professors with M.E., M.Tech or Ph.D. qualifications, and two Lab Assistants with D.E. qualification. The Head of Department is Professor Vibha D. Patel who is a Professor with Ph.D. qualification. Associate Professors include Professor Purvi N. Ramanuj and Professor Khushali R. Raval both with Ph.D. qualifications. Assistant Professors with Ph.D. include Professor Jashvant R. Dave, Professor Dipak C. Patel, and Professor Om P. Mehta. Assistant Professors with M.E. or M.Tech include Professor Vallabh G. Patel with M.E., Professor Nikunj C. Gamit with M.Tech, Professor Naimisha S. Trivedi with M.Tech, Professor Jignesh H. Vaniya with M.Tech, Professor Chetna G. Chand with M.Tech, and Professor Manmitsinh C. Zala with M.E. Ms. Rashmi H. Chauhan and Mr. Jagdish S. Senma serve as Lab Assistants with D.E. qualification."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (60 students)",
	"Postgraduate (PG) program intake (18 students)"
	],
	"details": "The Undergraduate program has an intake capacity of 60 students and the Postgraduate program has an intake capacity of 18 students."
	},
	"hod": {
	"list": [
	"Professor Vibha D Patel (Head of Department)"
	],
	"details": "The Head of Department is Professor Vibha D Patel who holds the position of Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Research culture",
	"Consultancy work",
	"Entrepreneurship skills",
	"Innovative IT professionals",
	"Technically competent IT professionals",
	"Higher education",
	"Research-oriented activities",
	"Emerging technologies",
	"Data Science",
	"Machine Learning",
	"Web Application Development",
	"Mobile Application Development",
	"Industrial needs",
	"Societal needs"
	],
	"details": "The department supports a research culture, consultancy work, and entrepreneurship skills, aiming to nurture innovative and technically competent IT professionals. Graduates are encouraged to pursue higher education and conduct research-oriented activities, demonstrating proficiency in emerging technologies like Data Science, Machine Learning, and Web/Mobile Application Development to meet industrial and societal needs."
	}
	}
	},
	"mechanical": {
	"id": "mechanical-engineering-department",
	"name": "Mechanical Engineering Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=9",
	"category": "mechanical",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [
	"Material Science Lab (ferrous and non-ferrous metals, alloys, non-destructive testing)",
	"Engineering Drawing Lab (engineering drawing, sketches, working drawings)",
	"Fluid Mechanics/ Fluid Power Engineering Lab (flow behaviour, fluid forces, control volume approach, momentum and energy equations)",
	"Refrigeration and Air conditioning Lab (refrigeration cycle, air conditioning cycle, refrigerator trainer, air conditioning test rig)",
	"Internal Combustion Engineering/ Automobile Engg. (Four stroke petrol engine, Jeep chassis, Wheel balancer, cut section engines, gear boxes)",
	"Heat transfer Lab (conduction, convection, radiation, heat exchangers, critical radius of insulation, film-wise and drop-wise condensation)",
	"Workshop (carpentry, fitting, welding, tin smithy, first year common lab)",
	"BME Lab (Basic mechanical Engineering, Boiler, I.C. Engine, Power Transmitting element, first year common lab)",
	"CAD lab (Computer Aided Design, object viewing, simulation, design objectives)",
	"Thermal Lab (thermodynamics, heat transfer, fluid mechanics, charts, models, experimental setups)",
	"DOM/TOM Lab (Dynamics of Machines, Theory of Machines, machine working principles, motion transmission, unbalanced forces, vibrations)",
	"Machining Lab (Manufacturing Process 1, 2, Production Technology, castings, machining, joining, metal cutting, machine tools, jigs and fixtures, die and mould design)"
	],
	"details": "Material Science Lab studies structure-properties relationships of materials for applications including ferrous and non-ferrous metals and alloys, composition, structure, properties and applications, and non-destructive testing for selection and processing of metals. Engineering Drawing Lab develops ability to produce simple engineering drawings and sketches based on current practice and abstract information from schematic diagrams to produce working drawings for manufacturers installers and fabricators. Fluid Mechanics Fluid Power Engineering Lab runs in conjunction with theory courses 2141906 Fluid Mechanics and 2151903 Fluid Power Engineering as introductory course for flow behaviour, fluid forces and analysis tools, determination of applications of control volume approach, demonstration of momentum and energy equations, and engineering correlations. Refrigeration and Air conditioning Lab has basics of refrigeration and air conditioning cycle with different areas of applications, experiments on refrigerator trainer and air conditioning test rig. Internal Combustion Engineering Automobile Engg. has Four stroke four cylinder petrol engine test rig Morse test, Jeep chassis with cut section engine, Wheel balancer, cut section of single cylinder two stroke petrol engine, single cylinder four stroke petrol engine, single cylinder four stroke diesel engine, Four wheel drive with differential and rear axle, Constant mesh gear box, Synchromesh gear box for studying different systems of Internal Combustion Engine. Heat transfer Lab studies different modes of heat transfer including conduction, convection and radiation, correlating real life applications to theoretical knowledge like heat exchangers, critical radius of insulation and film-wise and drop-wise condensation processes. Workshop provides basic level knowledge of mechanical Engineering for first year all branches including carpentry job, fitting job, welding job, tin smithy. BME Lab is Basic mechanical Engineering laboratory for first year all branches with knowledge of Boiler, I.C. Engine, Power Transmitting element. CAD Lab enables students to view objects under various representations and test objects by simulating real-world conditions for accomplishing design objectives easily and efficiently. Thermal Lab introduces fundamental theories and industrial applications of thermodynamics, heat transfer, and fluid mechanics with charts, models, experimental setups. DOM TOM Lab helps students understand working principles of machines and transmission of motion and forces responsible for motion, unbalanced forces in rotary and reciprocating engines, time period determination for different vibrational systems and vibration measurement techniques. Machining Lab contains three Laboratories Manufacturing Process 1, 2 and Production Technology for identifying different tools for machining, understanding tool signature, manufacturing technology, engineering sciences with management science, applications of castings, machining processing, joining processes, metal cutting, machine tools, machining systems, jigs and fixtures, die and mould design, material science, machine designing and manufacturing."
	},
	"faculty": {
	"list": [
	"Professor Pragnesh K. Brahmbhatt (Professor, Ph.D., HOD)",
	"Professor Mayank I. Vyas (Professor, Ph.D. Mechanical Engg)",
	"Professor Sanjay Prahladbhai Patel (Associate Professor, Ph.D.)",
	"Professor Divyang R. Shah (Associate Professor, Ph.D.)",
	"Professor Rajendra K. Patel (Associate Professor, M.E.)",
	"Professor Swati Amitkumar Saraswat (Associate Professor, Ph.D.)",
	"Professor Kintu R. Patel (Associate Professor, Ph.D.)",
	"Professor Nirvesh S. Mehta (Associate Professor, Ph.D.)",
	"Professor Sheetal R. Pandya (Associate Professor, Ph.D.)",
	"Professor Prakashkumar Amthabhai Prajapati (Associate Professor, Ph.D.)",
	"Professor Dhruv Umakantbhai Panchal (Associate Professor, Ph.D.)",
	"Professor Maheshbhai Javarabhai Vanajara (Associate Professor, Ph.D.)",
	"Professor Kiran P. Prajapati (Assistant Professor, M.Tech)",
	"Professor Swapna A. Pawar (Assistant Professor, M.E.)",
	"Professor Jitendra M Joshi (Assistant Professor, M.E)",
	"Professor Vaishali K. Patel (Assistant Professor, M.E.)",
	"Professor Manish N. Parmar (Assistant Professor, M.E.)",
	"Professor Akshay A. Pujara (Assistant Professor, Ph.D.)",
	"Professor Sanjay B. Pipaliya (Assistant Professor, M.Tech)",
	"Professor Mohammedyasin M .Modan (Assistant Professor, M.E.)",
	"Professor Kuldip T. Dodiya (Assistant Professor, Ph.D.)",
	"Professor Trupti Y. Rathod (Assistant Professor, Ph.D.)",
	"Professor Sapna A. Solanki (Assistant Professor, M.E.)",
	"Professor Jaspalsinh B. Dabhi (Assistant Professor, Ph.D.)",
	"Professor Viral A. Thakar (Assistant Professor, B.E.)",
	"Mrs. Nikitaben R. Patel (Lab Assistant, Diploma M.E.)"
	],
	"details": "The department has twenty-six faculty members including two Professors with Ph.D. qualifications with one being Head of Department, ten Associate Professors with M.E. or Ph.D. qualifications, thirteen Assistant Professors with M.E., M.Tech or Ph.D. qualifications, and one Lab Assistant with Diploma in M.E. The Head of Department is Professor Pragnesh K. Brahmbhatt who is a Professor with Ph.D. qualification. Other Professor is Professor Mayank I. Vyas with Ph.D. in Mechanical Engg. Associate Professors with Ph.D. include Professor Sanjay Prahladbhai Patel, Professor Divyang R. Shah, Professor Swati Amitkumar Saraswat, Professor Kintu R. Patel, Professor Nirvesh S. Mehta, Professor Sheetal R. Pandya, Professor Prakashkumar Amthabhai Prajapati, Professor Dhruv Umakantbhai Panchal, and Professor Maheshbhai Javarabhai Vanajara. Associate Professor with M.E. is Professor Rajendra K. Patel. Assistant Professors with Ph.D. include Professor Akshay A. Pujara, Professor Kuldip T. Dodiya, Professor Trupti Y. Rathod, and Professor Jaspalsinh B. Dabhi. Assistant Professors with M.E. or M.Tech include Professor Kiran P. Prajapati with M.Tech, Professor Swapna A. Pawar with M.E., Professor Jitendra M Joshi with M.E, Professor Vaishali K. Patel with M.E., Professor Manish N. Parmar with M.E., Professor Sanjay B. Pipaliya with M.Tech, Professor Mohammedyasin M Modan with M.E., and Professor Sapna A. Solanki with M.E. Professor Viral A. Thakar holds B.E. qualification. Mrs. Nikitaben R. Patel serves as Lab Assistant with Diploma in M.E."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (90 students)"
	],
	"details": "The Undergraduate program has an intake capacity of 90 students."
	},
	"hod": {
	"list": [
	"Professor P. K. Brahmbhatt (Head of Department)"
	],
	"details": "The Head of Department is Professor P. K. Brahmbhatt who holds the position of Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Quality education in Mechanical Engineering",
	"Socially responsible technocrats",
	"Entrepreneurs development",
	"Industry linkages",
	"Research excellence",
	"Consultancy services",
	"Engineering software utilization",
	"Experimental capabilities",
	"Higher education",
	"Entrepreneurship",
	"Industrial problem solving",
	"R&D problem solving",
	"Modern engineering tools",
	"Modern equipment",
	"Environment-friendly solutions"
	],
	"details": "The department fosters an excellent environment for quality education in Mechanical Engineering, preparing socially responsible technocrats and entrepreneurs. It develops linkages with industry for excellence in research and consultancy services. Graduates are encouraged to utilize engineering software and experimental capabilities to pursue research, higher education, and entrepreneurship, solving industrial and R&D problems using modern engineering tools and equipment for environment-friendly solutions."
	}
	}
	},
	"power_electronics": {
	"id": "power-electronics-department",
	"name": "Power Electronics Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=10",
	"category": "power_electronics",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [
	"Computer Laboratory (advanced computers, simulation work, internet access)",
	"Electrical Machines & Drives Laboratory (electric machines, electrical drives)",
	"Multimedia Room (projector, PA system)",
	"Circuit & Network/Analog and Digital Electronics Laboratory (Electronics Workbench Panels, necessary kits)"
	],
	"details": "Computer Laboratory has advanced computers where students can do computer work, simulation work, and has proper internet access for internet based study activities and other academic work. Electrical Machines & Drives Laboratory is for students to study subjects related to electric machines and electrical drives. Multimedia Room is a well-established Multimedia Classroom with projector and PA system facilities. Circuit & Network Analog and Digital Electronics Laboratory is well-established with Electronics Workbench Panels and necessary kits for performing experiments."
	},
	"faculty": {
	"list": [
	"Professor Indrajit N. Trivedi (Professor, Ph.D., HOD)",
	"Professor Mahmadshafi Valibhai Makwana (Associate Professor, M.E.)",
	"Professor Mulchand Harkishandas Ayalani (Associate Professor, M.E.)",
	"Professor Nirav D. Mehta (Assistant Professor, M.Tech)",
	"Professor Samir H. Trivedi (Assistant Professor, M.E.)",
	"Professor Ashish P. Patel (Assistant Professor, M.E.)",
	"Professor Harshal S. Wani (Assistant Professor, M.Tech)",
	"Professor Dhruv V. Garasiya (Assistant Professor, M.Tech)",
	"Professor Anwarul M. Haque (Assistant Professor, B.E.)"
	],
	"details": "The department has nine faculty members including one Professor with Ph.D. qualification who is also Head of Department, two Associate Professors with M.E. qualifications, five Assistant Professors with M.E. or M.Tech qualifications, and one Assistant Professor with B.E. qualification. The Head of Department is Professor Indrajit N. Trivedi who is a Professor with Ph.D. qualification. Associate Professors include Professor Mahmadshafi Valibhai Makwana and Professor Mulchand Harkishandas Ayalani both with M.E. qualifications. Assistant Professors with M.Tech include Professor Nirav D. Mehta, Professor Harshal S. Wani, and Professor Dhruv V. Garasiya. Assistant Professors with M.E. include Professor Samir H. Trivedi and Professor Ashish P. Patel. Professor Anwarul M. Haque holds B.E. qualification."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [
	"Undergraduate (UG) program intake (60 students)",
	"Postgraduate (PG) program intake (18 students)"
	],
	"details": "The Undergraduate program has an intake capacity of 60 students and the Postgraduate program has an intake capacity of 18 students."
	},
	"hod": {
	"list": [
	"Professor Indrajit N. Trivedi (Head of Department)"
	],
	"details": "The Head of Department is Professor Indrajit N. Trivedi who holds the position of Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Research culture",
	"Publications",
	"Consultancy work",
	"Power electronic circuits analysis",
	"Power electronic circuits design",
	"Power electronic systems development",
	"Real life problem solutions",
	"Test and measurement equipment operation",
	"Latest simulation tools",
	"Program development"
	],
	"details": "The department promotes a research culture through publications and consultancy work. Students can analyze and design power electronic circuits and systems, suggest and develop power electronic systems solutions for real life problems, and operate and utilize test and measurement equipment, latest simulation tools, and develop programs for power electronics engineering related problems."
	}
	}
	},
	"science_humanities": {
	"id": "science-and-humanities-department",
	"name": "Science and Humanities Department",
	"source": "https://www.vgecg.ac.in/department.php?dept=11",
	"category": "science_humanities",
	"type": "department",
	"created_date": "2026-02-19",
	"content": {
	"lab": {
	"list": [
	"Language Laboratory (English Language Lab, computers, internet, headsets, microphones, projector, group discussions, mock interviews, presentations, debates, role-plays)",
	"Physics Laboratory (mechanics, LASER-optics, semiconductor, acoustics, virtual lab experiments, state of the art instruments)",
	"Chemistry / Organic Chemistry Lab (Alpha-FTIR Spectrometer, ZnSe ATR crystal, UV-Vis Spectrophotometer, organic precursors, salts)",
	"Applied Chemistry Lab, Physical and Inorganic Chemistry Lab (flame photometer, pH meter, conductivity meter, turbidity meter, inorganic samples, routine chemical analysis)"
	],
	"details": "Language Laboratory at VGEC is located on ground floor of E-block with computers, internet, headsets with microphones, and projector to support effective language learning. It provides space for group and pair activities like group discussions, mock interviews, book movie review presentations, debates and role-plays, helping students improve English communication skills, fluency, and confidence for academic and professional use. Physics Laboratory in Block I-106 is designed for experiments of various areas of physics such as mechanics, LASER-optics, semiconductor, acoustics, giving training to students for developing experimental skills and exposing them to modern techniques with state of the art instruments and virtual lab experiments with emphasis on understanding concepts of physics. Chemistry Organic Chemistry Lab is equipped with high-end facilities including Alpha-FTIR Spectrometer with versatile ZnSe ATR crystal suitable for analyzing powders, solids, pastes, and liquids, UV-Vis Spectrophotometer ideal for studying organic compounds and coloured metal complexes, and wide range of organic precursors and salts for research, postgraduate and undergraduate experiments. Applied Chemistry Lab Physical and Inorganic Chemistry Lab is equipped with general-purpose instruments such as flame photometer, pH meter, conductivity meter, and turbidity meter suitable for estimation of various inorganic samples and routine chemical analysis in industry and research settings."
	},
	"faculty": {
	"list": [
	"Professor Nareshkumar C. Chavda (Associate Professor, Ph.D., HOD)",
	"Professor Ashishkumar Amrutlal Prajapati (Associate Professor, Ph.D.)",
	"Professor Sanjay Kumar Singhal (Associate Professor, Ph.D.)",
	"Professor Prakashsinh Laxmanji Vihol (Associate Professor, Ph.D.)",
	"Professor Jatinkumar V. Adeshara (Associate Professor Mathematics, Ph.D.)",
	"Professor Sapankumar N. Shah (Assistant Professor Mathematics, M.Sc. Mathematics)",
	"Professor Girish C. Panchal (Assistant Professor Mathematics, M.Sc. Mathematics, Ph.D. Mathematics)",
	"Professor Kunal T. Shukla (Assistant Professor Mathematics, Ph.D.)",
	"Professor Mahesh A. Yeolekar (Assistant Professor Mathematics, Ph.D.)",
	"Professor Vishalkumar R. Shah (Assistant Professor Physics, M.Phil)",
	"Professor Sagar K. Ambavale (Assistant Professor Physics, Ph.D.)",
	"Professor Jigar J. Chaudhari (Assistant Professor Physics, Ph.D.)",
	"Professor Snehal R. Paladiya (Assistant Professor Physics, M.Phil)",
	"Professor Sejal H. Sarvaiya (Assistant Professor English, Ph.D.)",
	"Professor Vaseemahmed Qureshi (Assistant Professor English, Ph.D.)",
	"Kamlesh R. Gurjar (Assistant Professor chemistry, Ph.D.)",
	"Professor Disha D. Tilala (Assistant Professor chemistry, M.Sc., Ph.D. chemistry)"
	],
	"details": "The department has seventeen faculty members including five Associate Professors with Ph.D. qualifications with one being Head of Department, and twelve Assistant Professors with M.Sc., M.Phil, or Ph.D. qualifications. The Head of Department is Professor Nareshkumar C. Chavda who is an Associate Professor with Ph.D. qualification. Other Associate Professors include Professor Ashishkumar Amrutlal Prajapati with Ph.D., Professor Sanjay Kumar Singhal with Ph.D., Professor Prakashsinh Laxmanji Vihol with Ph.D., and Professor Jatinkumar V. Adeshara with Ph.D. in Mathematics. Assistant Professors in Mathematics include Professor Sapankumar N. Shah with M.Sc. Mathematics, Professor Girish C. Panchal with M.Sc. Mathematics and Ph.D. Mathematics, Professor Kunal T. Shukla with Ph.D., and Professor Mahesh A. Yeolekar with Ph.D. Assistant Professors in Physics include Professor Vishalkumar R. Shah with M.Phil, Professor Sagar K. Ambavale with Ph.D., Professor Jigar J. Chaudhari with Ph.D., and Professor Snehal R. Paladiya with M.Phil. Assistant Professors in English include Professor Sejal H. Sarvaiya with Ph.D. and Professor Vaseemahmed Qureshi with Ph.D. Assistant Professors in Chemistry include Kamlesh R. Gurjar with Ph.D. and Professor Disha D. Tilala with M.Sc. and Ph.D. in chemistry."
	},
	"core_faculty": {
	"list": [],
	"details": ""
	},
	"intake": {
	"list": [],
	"details": ""
	},
	"hod": {
	"list": [
	"Professor Nareshkumar C. Chavda (Head of Department)"
	],
	"details": "The Head of Department is Professor Nareshkumar C. Chavda who holds the position of Associate Professor and has Ph.D. qualification."
	},
	"achievements": {
	"list": [],
	"details": ""
	},
	"research": {
	"list": [
	"Interdisciplinary knowledge",
	"Research aptitude",
	"Ethical awareness",
	"Organic precursors research",
	"Salts research"
	],
	"details": "The department aims to promote interdisciplinary knowledge, research aptitude, and ethical awareness. The Chemistry Organic Chemistry Lab also maintains a wide range of organic precursors and salts for research."
	}
	}
	}
	}
	}

	results = clf.predict(["list all the departments", "give me list all computer labs", "give me all the faculties of cse department", "How many professors are there in Chemical Engineering?"])
	# results = clf.predict(["The department has nine faculty members including one Professor with Ph.D. qualification who is also Head of Department, two Associate Professors with Ph.D. qualifications, and six Assistant Professors with M.E. or M.TECH qualifications. The Head of Department is Professor Navneet P. Singh who is a Professor with Ph.D. qualification. Associate Professors include Professor Bhaumik Ranjitkumar Shah and Professor Ujas Deven Pandya both with Ph.D. qualifications. Assistant Professors include Professor Upendrasingh R. Singh with M.E., Professor Girish D. Jagad with M.E., Professor Amiben N. Dave with M.E. CIVIL, Professor Bhagyesh C Contractor with M.E., Professor Jatin N. Patel with M.TECH, and Professor Dhriti R. Rawat with M.E."])



	for result in results:
	print("" 50)

	if(result["type"] and result["type"] == "department"):
	print("Type: department")
	if(result["category"] and result["category"] in data["department"]):
	filter_cat = data["department"][result["category"]]['content']
	# print(filter_cat.keys())
	if(result["topic"] and result["topic"] in filter_cat.keys()):
	ans = filter_cat[result["topic"]]
	print("Category: ", result["category"])
	print("Topic: ", result["topic"])
	if(result["intent"] and result["intent"] == "list"):
	print("List: ", ans["list"])
	elif(result["intent"] and result["intent"] == "count"):
	print("Count: ", len(ans["list"]))
	else:
	print("Details: ", ans["details"])
	else:
	print("Topic not found")


	print("" 50)