Supratim Manna

Supratim Manna

Doctor of Philosophy

Defence Institute of Advanced Technology, Pune

Research Interests

Generative AI
Diffusion Generative Model
Large language Model
Maritime Research

About

Supratim Manna is an active Researcher in the field of Machine Learning and Generative AI. He has served as an Assistant Professor at GH Raisoni International Skill Tech University, Pune where he taught core concepts in Data Science and Quantum Computing. His work spans diverse domains including anomaly detection, recommender systems, computer vision, and generative models such as diffusion models.

He is proficient in Python, PyTorch, and modern AI frameworks such as Hugging Face and Diffuser. He has hands-on experience with end-to-end machine learning pipelines, from data preprocessing to model deployment.

He is currently persuing PhD in Machine Learning. He was a MSc student at Defence Institute of Advanced Technology, advised by Dr. Bharath Ramkrishna

Selected Publications

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News

2025-01

Our work has been published as chapter of a book series Lecture Notes in Networks and Systems, Springer Nature Singapore

2024-11

Our work has been accepted by a prestigious Conference International Conference on Data Management, Analytics & Innovation 2025