Supratim Manna

Supratim Manna

M.Sc Data Science

Defence Institute of Advanced Technology, Pune

Research Interests

GenerativeAI
Diffusion Generative Model
Large language Model
Maritime Research

About

I have experience as an Assistant Professor, GH Raisoni College of Engineering and Management where I taught core concepts in Data Science and Quantum Computing, strengthening both my technical expertise and communication skills. My work spans diverse domains including anomaly detection, recommender systems, computer vision, and generative models such as diffusion models.

I am proficient in Python, PyTorch, and modern AI frameworks such as Hugging Face and Diffuser. I have hands-on experience with end-to-end machine learning pipelines, from data preprocessing to model deployment. I am passionate about leveraging AI to solve impactful problems and continuously exploring advancements in Large Language Models, Agentic AI, Generative AI.

I 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