Academic Information
M.Tech 2023, Ph.D(PURSUING)
Research Areas
Research Interests
My research interests focus on Artificial Intelligence and Machine Learning, with particular emphasis on Graph Neural Networks, deep learning, and data-driven intelligence for real-world applications. I am interested in sentiment analysis and social media analytics, AI-based classification and pattern discovery, and computational intelligence for healthcare, including early disease detection and biomarker discovery. I also explore Generative AI and Bio-Digital Twins for rehabilitation and human-centric systems, along with security and encryption analysis. My work aims to develop scalable, explainable, and application-oriented AI models across interdisciplinary domains.
Courses Taught
Positions Held
Assistant Professor, Institute of Engineering and Management (IEM), Kolkata (July 2023 – Present)
Industry / Consulting Experience:
Authorized Enumerator, CSE E-Governance Services India Limited – 7th Economic Census (October 2019 – April 2020)
Teaching Assistant, Institute of Engineering and Management (IEM), Kolkata (March 2022 – June 2023)
Publications
“Taxonomic Delineation of Musical Genres through Computational Paradigms : An Exploration Employing the K-Nearest Neighbors (KNN) Algorithm” in Proceedings of the Fifth International Conference on Emerging Trends in Mathematical Sciences & Computing (IEMSC-24) and book chapter in Scrivener Wiley edited book. https://doi.org/10.1007/978-3-031-71125-1_11
“Comparative Performance Analysis of Security Encryption Algorithms” Proceedings of the Fifth International Conference on Emerging Trends in Mathematical Sciences & Computing (IEMSC-24) and book chapter in Scrivener Wiley edited book. https://doi.org/10.1007/978-3-031-71125-1_12 “AI-Driven Classification and Biomarker Discovery in Alzheimer's Disease: Toward Early Detection and Therapeutic Insight” in CRC Press, Taylor & Francis Group. “Bio-Digital Twins for Rehabilitation Using Generative AI” in CRC Press, Taylor & Francis Group.