Diptarka Mandal
PhD Candidate @IIT Guwahati | Ex-CMO @ Deep Duo Foundation | DIAT, DRDO (M.Tech)\'24 | JGEC (B.Tech)\'22
- Role
- Independent Researcher at Jadavpur University, Kolkata
- Location
- Kolkata, IN
- LinkedIn followers
- 500 followers
About Diptarka Mandal
Diptarka Mandal is a dedicated researcher specializing in medical imaging and computer vision. With a solid academic background, including an M.Tech in Data Science from the Defence Institute of Advanced Technology, Pune, and a B.Tech in Computer Science from Jalpaiguri Government Engineering College, he has developed a deep expertise in leveraging AI for healthcare applications. Diptarka’s research work under the primary guidance of Prof. Ram Sarkar at Jadavpur University focuses on advancing the field of medical imaging through innovative deep-learning frameworks. Notably, he has worked on a robust deep feature fusion neural network model for skin cancer classification, tackling the challenge of interclass similarity in dermoscopy images. His projects also include developing a game theory-based non-cooperative framework for resource optimization in medical image classification, significantly improving efficiency and performance. In addition to his academic pursuits, Diptarka has gained practical experience as a research fellow at La Rochelle University, France, where he contributed to state-of-the-art document layout analysis models by integrating vision and language modalities. His work on decentralized peer-to-peer federated learning frameworks demonstrates his commitment to maintaining data privacy in medical image analysis, setting new benchmarks in the field. Diptarka’s research contributions have been recognized at various international conferences, reflecting his growing influence in the medical imaging and computer vision communities. He continues to explore the intersection of AI, healthcare, and technology, driving innovation and improving patient outcomes through his research.
Experience
Independent Researcher
Nov 2024 — Present
Exploring multimodal foundational research under the guidance of Prof. Ram Sarkar
Education
Defence Institute of Advanced Technology (DIAT), DU, DRDO
Master of Technology - MTech
2022 — 2024
Bankura Zilla School
Secondary Education
2008 — 2016
Bankura Zilla School
Higher Secondary
2016 — 2018
Jalpaiguri Government Engineering College
B.Tech
2018 — 2022
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