Publications

Academic contributions and research output

Professional Details

About You I’m an educator, researcher, and lifelong learner passionate about making technology meaningful and accessible. My work lives at the intersection of computer science and education, where I help students unlock the power of problem-solving through programming—especially in C—and translate complex AI concepts into intuitive, self-paced learning experiences.

My research focuses on deep learning, with a current emphasis on personalized recommendation systems and reinforcement learning. I’m exploring hybrid models that bridge multiple domains, aiming to improve how we understand user behavior across platforms. Whether it’s LSTMs, GANs, or autoencoders, I thrive on bringing theoretical models to real-world relevance.
Research Area Artificial Intelligence, Cloud Computing, Machine Learning
Qualification Ph.D.
Orcid Id https://orcid.org/0000-0002-3553-0613
Links

Research Papers

View Dedicated Research Papers Page →
1.
Nishant Munjal, "Integrating explainable AI with machine learning for water quality assessment: Unveiling physical drivers and spatial dynamics," Progress in Physical Geography: Earth and Environment, 2026. (ISSN: 0309-1333 | Impact Factor: 3.500 | Indexed in: Scopus, Web of Science, SCI). DOI: https://doi.org/10.1177/03091333261471861
2.
Nishant Munjal, "Sentiment Classification for Low-Resource Indian Languages Using Multilingual Transformers and Parameter-Efficient Fine-Tuning," International Journal of Innovative Research in Technology, Vol. 12, No. 10, pp. 7771-7788, 2026. (ISSN: 2349-6002 | Impact Factor: 8.010 | Indexed in: Peer Review). DOI: https://doi.org/10.64643/IJIRTV12I10-195558-459

Book Chapters

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1.
Nishant Munjal, "Text Classification Techniques for Low-Resource Indian Languages: Challenges and Trends," In: Technological Advancements in Engineering and Management Sciences, 2026. ISBN: 978-3-032-04605-5 (Scopus). DOI: https://doi.org/10.1007/978-3-032-04606-2_13
2.
Nishant Munjal, "Behavioural Analytics with Digitized Sustainability," In: Advances in Mathematics for Engineering Sciences, 2025. ISBN: 978-3-031-95692-8 (Scopus). DOI: https://doi.org/10.1007/978-3-031-95693-5_15
3.
Nishant Munjal, "DeepFM-Driven Personalized Recommendations for Children: Tackling Data Sparsity with Negative Sampling," In: Advances in Mathematics for Engineering Sciences, 2025. ISBN: 978-3-031-95692-8 (Scopus)
4.
Nishant Munjal, "Matrix Recognition based on Recommender System to Enhance Data Sparsity," In: Astha Prakashan, 2025. ISBN: 978-93-86081-51-3 (ISBN)

Books Authored

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1.
Nishant Munjal, Introduction to IT Systems, NIPA GENX ELECTRONIC RESOURCES & SOLUTIONS PVT LTD., 2026. ISBN: 9789372191639
2.
Nishant Munjal, Handbook of UNIX: A Practical Approach, Satyam Publishing House, 2022. ISBN: 978-81-953249-6

Patents

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1.
"WIRELESS CHARGING DEVICE WITH BUILT-IN POWER BACKUP," Patent File No: 2021105103 (International), 2021
2.
"An Apparatus and a Method for Wirelessly Charging Multiple Electronics Devices," Patent File No: — (International), 2021

Invited Lectures

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# Academic Session Title Type Conference Organized By Country Level From Date Date Year
1 2026-2027 AI, Business & You Invited Lecture Orientation Program in FMS, GK(DU) Faculty of Management Studies, Gurukula Kangri (Deemed to be University) India National 20 Aug, 2026 20 Aug, 2026 2026
2 2024-2025 AI and IOT Making Life Smarter- UCOST Invited Lecture Digital Volunteer Workshop Uttarakhand State Council for Science & Technology (UCOST) & GK(DU) India 31 Jan, 2025 31 Jan, 2025 2025
3 2024-2025 Cloud Computing and AI Workshop Student Induction Program Gurukula Kangri (Deemed to be University) India 16 Aug, 2024 16 Aug, 2024 2024
4 2023-2024 Cloud Computing Invited Lecture Workshop on Cloud Computing COER University / College of Engineering Roorkee India National 29 Aug, 2023 29 Aug, 2023 2023
5 2020-2021 Empowerment of Schools through Digitization Invited Lecture Two Day Workshop Empowerment of Schools through Digitization with Reference to NEP 2020 Institute of Advance Studies in Education, Bilaspur, CG India National 15 Sep, 2020 15 Sep, 2020 2020
6 2020-2021 Research Methodology and ICT Tools Invited Lecture Lecture in FDP on Research Methodology and ICT Tools Faculty Development Program on Research Methodology and ICT Tools India National 14 Jun, 2020 14 Jun, 2020 2020

Conference Full Papers

1.
Nishant Munjal, "A Machine Learning-Based Decision Support System for Smart Agriculture," In: 2025 International Conference on Intelligent and Secure Engineering Solutions (CISES), 2025. DOI: https://doi.org/10.1109/CISES66934.2025.11265662
2.
Nishant Munjal, "A Retrieval-Augmented Generation Model for Faith-Aligned QA in Bhagvat Gita," In: 2025 International Conference on Intelligent and Secure Engineering Solutions (CISES-2025), 2025. DOI: https://doi.org/10.1109/CISES66934.2025.11265637
3.
Nishant Munjal, "Explainable AI Framework for Advertisement Recommendation Using SHAP and TabNet," In: International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES), 2025. DOI: https://doi.org/10.1109/CISES66934.2025.11265278
Database snapshot updated: September 7, 2026 at 6:25 PM Automated weekly sync enabled