Biography
I am a Machine Learning Research Scientist at Adobe. I completed my Ph.D. in the Department of Computer Science and Engineering at IIT Kharagpur, under the supervision of Prof. Sourangshu Bhattacharya, where I was a member of the Complex Networks Research Group (CNeRG).
Research - I am broadly interested in Machine Learning, with specific interests in Scalability, Explainability and Data-centric AI. I have applied these techniques on problems in Computer Vision and Natural Language Processing. My research involves subset selection for efficient and robust deep learning. I would be happy to talk about recent advancements around LLMs.
Interests
- Machine Learning
- Data-centric AI
- Subset Selection
- Scalable AI
- Trustworthy AI
- Explainable AI
Education
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PhD in Computer Science and Engineering, 2020 - 2025
Indian Institute of Technology Kharagpur
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M.Tech in Computer Science and Engineering, 2018 - 2020
National Institute of Technology Durgapur
