Main
Prashant Kumar Nag
Curriculum Vitæ
I am an Assistant Professor and researcher specializing in Artificial Intelligence, Deep Learning, Natural Language Processing, and Affective Computing. My research focuses on emotion detection, cognitive appraisal, explainable AI, and healthcare text analytics, with an emphasis on developing intelligent, interpretable, and human-centered AI systems. I have experience in designing deep learning models for emotion recognition, conducting interdisciplinary research, and publishing in reputed journals and conferences. Alongside research, I am actively engaged in teaching, curriculum development, student mentoring, and academic administration. I am committed to advancing rigorous, reproducible, and impactful AI research while fostering innovation, collaboration, and excellence in higher education.
Research Interests
Affective Computing
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Core
Computational emotion modeling, appraisal-based emotion reasoning, and human–AI affective interaction
Text-based Emotion Recognition
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Core
Sentence-, span-, and context-level models for emotion and emotion-cause detection
Explainable AI for NLP
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Methods
Attention-based interpretability, attribution techniques, and rule-based cognitive explanations for deep NLP models
Education
Doctor of Philosophy (Ph.D.) in Computer Applications
Maulana Azad National Institute of Technology, Bhopal
M.P. India
Jul. 2019 - Jun. 2026
Specialization: Artificial Intelligence, Deep Learning, Natural Language Processing and Affective Computing
Supervisor: Dr. Amit Bhagat
Co-supervisor: Dr. R. Vishnu Priya
Master of Computer Applications (MCA)
National Institute of Technology, Tiruchirappalli
T. N. India
Jul. 2012 - Jul. 2015
Bachelor of Computer Applications (BCA)
Devi Ahilya Vishwavidyalaya, Indore
M.P. India
Jul. 2008 - Aug. 2011
TEACHING EXPERIENCE (3.8+ years)
Assistant Professor – Computer Applications
Galgotias College of Engineering & Technology, Greater Noida
U.P. India
Dec. 2025 - Present
Postgraduate teaching in MCA program, including lectures, practical sessions, assessments, project supervision, and examination duties. Serving as Departmental Training & Placement Coordinator and CPDD Coordinator, coordinating placement activities, student training, industry interactions, skill development programs, internships, academic administration, student mentoring, and departmental quality initiatives.
Faculty – Computer Science
Institute for Excellence in Higher Education, Bhopal
M.P. India
Aug. 2016 - Apr. 2019
Undergraduate Computer Science teaching across multiple academic sessions, delivering lectures, supervised practicals, conducting evaluations, and mentoring students. Completed a total of 1,948 lectures between 2016 and 2019 as part of continuous teaching engagement.
Computer Faculty – Computer Applications
Unique Girls College Parasia, Chhindwara
M.P. India
Apr. 2016 - Jun. 2016
Undergraduate teaching in Computer Applications, including practical supervision, evaluations, and student academic support.
Assistant Professor – Computer Science
Sony College of Mgmt. and Technology, Chhindwara
M.P. India
Nov. 2015 - Apr. 2016
Undergraduate and postgraduate teaching in Computer Science; responsible for lectures, practical sessions, assessments, and examination duties.
Publications
Publication Summary
9 as first/corresponding or co-first authors, 1 as co-author
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Journal Articles
Expanding AI’s Role in Healthcare Applications: A Systematic Review of Emotional and Cognitive Analysis Techniques
Prashant Kumar Nag, Amit Bhagat, R. Vishnu Priya
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Apr. 2025
IEEE Access
Yolov5-Based Attention Mechanism for Gesture Recognition in Complex Environment
Deepak Kumar Khare, Amit Bhagat, R. Vishnu Priya, Prashant Kumar Nag, Sunil Malviya
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Nov. 2024
International Journal of Advanced Computer Science & Applications
Text-Based Emotion Recognition Using Contextual Phrase Embedding Model
Vishnu Priya R., Prashant Kumar Nag
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Sep. 2023
Multimedia Tools and Applications
Conference Papers
Leveraging Text Data in Healthcare: A Systematic Review of AI-Driven Emotional Analysis and Patient-Centric Innovations
Prashant Kumar Nag, Amit Bhagat, R Vishnu Priya, Sunil Malviya, Sanjay Mishra
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In Press
International Conference on Healthcare Innovation and Smart Systems (ICHISS 2024) (Conference Presentation)
Emotional Intelligence Through Artificial Intelligence: NLP and Deep Learning in the Analysis of Healthcare Texts
Prashant Kumar Nag, Amit Bhagat, R. Vishnu Priya, Deepak Kumar Khare
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Dec. 2023
2023 International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI) (Conference Presentation)
Contextual BI-Directional Attention Flow With Embeddings From Language Models: A Generative Approach to Emotion Detection
Prashant Kumar Nag, Vishnu Priya R
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Jun. 2021
AIR ’21: Proceedings of the 2021 5th International Conference on Advances in Robotics (Conference Presentation)
Preprints
Advancing Patient Care through Text Data: A Systematic Review of AI, Emotional Analysis, and Patient-Centric Applications in Healthcare
Prashant Kumar Nag, Amit Bhagat, R Vishnu Priya
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Jul. 2024
Emotional Intelligence Through Artificial Intelligence : NLP and Deep Learning in the Analysis of Healthcare Texts
Prashant Kumar Nag
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Mar. 2024
A Systematic Review of AI, Emotional Analysis, and Patient-Centric Applications in Healthcare
Prashant Kumar Nag, Amit Bhagat, R Vishnu Priya
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Dec. 2024
Other Publications
Impact of Digitization on Indian Economy
Prashant Kumar Nag
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Mar. 2018
2nd National Conference on “Digital Economy: Impact and Challenges” (Conference Presentation)
Awards & Achievements
National Fellowship for Scheduled Caste Students (2020-21)
National Testing Agency
India
Jun. 2020
Awarded by the Ministry of Social Justice and Empowerment, Government of India.
National Fellowship
Entrance Examination for Full-Time Ph.D. (with Institute TA)
Maulana Azad National Institute of Technology
Bhopal, M.P.
Jun. 2019
Qualified the MANIT Ph.D. Entrance Test (2019) and was selected for the Full-Time Ph.D. programme with Institute Teaching Assistantship (TA).
Entrance / Competitive Examination
National Eligibility Test for Assistant Professor
National Testing Agency / University Grants Commission
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Qualified for Assistant Professor
Jun. 2020 (53.33%) Dec. 2019 (46.67%) Jun. 2019 (50.00%) Dec. 2015 (53.71%)
Eligibility Examination (UGC–NET)
MCA Entrance Examinations
Cleared National Level MCA Entrance Exams
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IIT JAM (2011) JNU MCA (2011) NIMCET (2011, 2012) BIT MCA (2011): AIR 17 KIITEE MCA (2011): Rank 15 (SC)
Entrance / Competitive Examinations
Expert Lectures Delivered
Question Bank Development Workshop
Department of Physics & Electronics, IEHE
Bhopal, M.P.
Oct. 2023
Topic: Workshop on Question Bank Development and Outcome-Based Assessment Design
National Workshop on Scilab
Institute for Excellence in Higher Education (IEHE)
Bhopal, M.P.
Feb. 2022
Topic: Computation Through Scilab & Solving differential Equations
AICTE Training and Learning (ATAL) Academy FDP
Dept. of Mathematics, Bioinformatics and Computer Applications
Bhopal, M.P.
Nov. 2019
Topic: Introduction to Virtual Reality: Concepts, Applications, and Future Trends
AICTE Training and Learning (ATAL) Academy FDP
Dept. of Mathematics, Bioinformatics and Computer Applications
Bhopal, M.P.
Sep. 2019
Topic: Fundamentals of Naive Bayes Classification and Its Applications in Machine Learning
Certificate Course in Cryptography (CCC)
Institute for Excellence in Higher Education (IEHE)
Bhopal, M.P.
Aug. 2018
Topic: Foundation Course on Cryptography: Principles, Algorithms, and Applications
Basic Computer Training
RCVP Noronha Academy
Bhopal, M.P.
Feb. 2018
Topic: Cloud Computing for Educators: Practical Use of Google Drive, Skype, and Cloud-Based Collaboration Tools
NPTL Awareness Workshop and Online Learning
NPTL Local Chapter & ICT Cell, IEHE
Bhopal, M.P.
Jan. 2018
Topic: Hands-On Workshop on Configuring and Using Moodle for Online Teaching and Assessment
Workshops & Seminars
Workshop on Artificial Intelligence and High-Performance Computing
NIT Mizoram & IIT Kharagpur
Online
Jul. 2022
Six-Day Student Excellence and Learning Program (NPIU-SELP)
TEQIP-III at MANIT
Bhopal, M.P.
Mar. 2020
AICTE Training and Learning (ATAL) Academy Five-Day Workshop
Dept. of Electronics and Communication Engineering, MANIT
Online
Dec. 2019
NPTEL Awareness Workshop and Online Learning
NPTEL Local Chapter & ICT Cell, IEHE
Bhopal, M.P.
Jan. 2018
National Seminar on Emerging Trends in CS and IT (ETCSIT)
Department of Computer Science, IEHE
Bhopal, M.P.
Feb. 2017
Professional Development
AICTE Training And Learning (ATAL) Academy FDP on “Augmented Reality (AR)/Virtual Reality (VR)”
Deparatment of MBC, MANIT
Bhopal M.P.
Nov. 2019
AICTE Training And Learning (ATAL) Academy FDP on “Internet of Things (IoT)”
Deparatment of MBC, MANIT
Bhopal M.P.
Sep. 2019
Faculty Induction Programme (FIP) under TLC Project
NITTTR
Bhopal M.P.
May. 2019
Faculty Development Programme on Innovative Teaching Methodologies in the Present Context
Department of Computer Science, IEHE
Bhopal M.P.
Sep. 2016
Academic Service & Leadership
Academic Leadership & Administration
Cyber Security, Cloud & Emerging Technologies Module
Department of Computer Applications, GCET
Greater Noida, UP
May. 2026 - Present
Led academic coordination of the Cyber Security, Cloud & Emerging Technologies module, overseeing curriculum delivery, faculty collaboration, laboratory and project activities, industry engagement initiatives, OBE implementation, and accreditation-related quality assurance processes.
NBA Accreditation Activities – Criterion 2
Department of Computer Applications, GCET
Greater Noida, UP
Dec. 2025 - Present
Supported NBA accreditation activities related to Criterion 2 (Program Curriculum and Teaching-Learning Processes), including documentation, data compilation, compliance reporting, and continuous improvement initiatives.
Department Academic Timetable Management
Department of Computer Applications, GCET
Greater Noida, UP
Dec. 2025 - Present
Assisted in semester-wise timetable planning, faculty workload allocation, laboratory scheduling, conflict resolution, and dissemination of academic schedules to ensure smooth academic operations.
MCA Project Coordination
Department of Computer Applications, GCET
Greater Noida, UP
Dec. 2025 - Present
Coordinated MCA major project activities, including project allocation, progress monitoring, evaluation scheduling, and guidance on project implementation and documentation.
Career Planning and Development Division (CPDD) Activities
Department of Computer Applications, GCET
Greater Noida, UP
Dec. 2025 - Present
Coordinated career planning and development activities, including student career guidance, employability enhancement sessions, industry interaction support, internship readiness, and documentation related to departmental CPDD initiatives.
Department Training and Placement Activities
Department of Computer Applications, GCET
Greater Noida, UP
Dec. 2025 - Present
Coordinated placement preparation activities, recruiter engagement, internship facilitation, placement data management, and student employability initiatives for MCA students.
Board of Studies – Computer Science
Department of Computer Science, IEHE
Bhopal, MP
Jan. 2017 - Dec. 2019
Contributed to curriculum review, syllabus restructuring, and academic policy discussions aligned with emerging trends in computer science and industry requirements.
Reviewing & Editorial Activities
Students’ Conference on Electrical, Electronics and Computer Sciences (SCEECS2025)
MANIT Student Branch
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Dec. 2025
1st International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI)
ICHISS2024 Technical Program Committee
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Dec. 2024
4th IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (IEEE SPICES 2024)
IIIT Kottayam
N/A
Dec. 2024
7th International Conference on Recent Trends in Image Processing & Pattern Recognition (RTIP2R 2024)
IIIT Bhopal
N/A
Dec. 2024
Students’ Conference on Electrical, Electronics and Computer Sciences (SCEECS2024)
MANIT Student Branch
N/A
Dec. 2024
Conference & Event Leadership
6th International Conference on Communication and Intelligent Systems (ICCIS 2024)
Soft Computing Research Society
Bhopal, MP
Nov. 2024 - Nov. 2024
Served as Session Coordinator for Technical Session TS04 – Emerging Techniques.
TechFest (Computer Forum) – Event Coordination
Department of Computer Science, IEHE
Bhopal, MP
Jan. 2017 - Dec. 2019
Coordinated departmental TechFest activities including event planning, session management, student coordination, and publicity.
Academic Technology & Digital Initiatives
Moodle-Based Online Assignment Submission System
ICT Cell, IEHE
Bhopal, MP
Jan. 2017 - Dec. 2019
Configured Moodle assignment and MCQ modules, prepared structured student data, and trained ICT staff and faculty. Adopted by the Departments of Chemistry, Mathematics, and Forensic Science for digital submissions and assessments.
Google Sites–Based Student Workflow System
ICT Cell, IEHE
Bhopal, MP
Jan. 2017 - Dec. 2019
Designed and implemented structured Google Sites workflows to digitize event registration, distribute schedules and instructions, and reduce paper-based administrative processes.
Open Source Projects
MANIT Thesis Quarto Extension (manit-thesis)
Developer & Maintainer
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2024
Quarto extension that applies MANIT-approved thesis formatting through a reusable template for fully reproducible dissertation authoring.
MANIT Presentation Template (manit-presentation)
Developer & Maintainer
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2024
Quarto presentation theme (reveal.js/beamer) aligned with MANIT branding, designed for research talks, conference presentations, and academic seminars with automated slide structuring, code highlighting, and reusable layouts.
MANIT Pre-Thesis Template (manit-pre-thesis)
Developer & Maintainer
N/A
2024
Quarto document template for MANIT PhD Pre-Thesis / Synopsis reports with standardized academic sections and automated formatting.
References
Dr. Amit Bhagat
Associate Professor, Department of Mathematics, Bioinformatics and Computer Applications
Maulana Azad National Institute of Technology, Bhopal
M.P. India
am.bhagat@gmail.com
amitbhagat@manit.ac.in
+91 9827721214
Dr. R. Vishnu Priya
Assistant Professor, Department of Computer Applications
National Institute of Technology, Tiruchirappalli
T.N. India
vissaru@yahoo.co.in
vishnupriya@nitt.edu
+91 9486072557