Biography
I am currently pursuing my Ph.D. in the Department of Computer Science and Engineering at IIT Kharagpur, under the supervision of Prof. Sourangshu Bhattacharya. I am also a member of the Complex Networks Research Group.
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.
Teaching Assistantship - Scalable Data Mining, Autumn 2023, 2022 & 2021 (CS60021), Software Engineering Lab & Theory, Spring 2024 & 2023 (CS29202), Foundations of Algorithm Design and Machine Learning, Spring 2022 (CS60020), Programming & Data Structures Theory, Spring 2021 (CS10003).
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 - Present
Indian Institute of Technology Kharagpur
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M.Tech in Computer Science and Engineering, 2018 - 2020
National Institute of Technology Durgapur
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B.Tech in Computer Science and Technology, 2013 - 2017
THDC-IHET, Uttrakhand
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CBSE XII Science, 2012 - 2013
K.V Faridkot, Punjab
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CBSE X, 2010 - 2011
K.V Sukna, West Bengal
