About Me
Hello! I am Shubhadip Nag, a passionate researcher in the field of trustworthy AI and large language models. Currently, I am pursuing an MS (Research) at IIT Kharagpur under the guidance of Prof. Dr. Sourangshu Bhattacharya, CNeRG Lab, Department of Computer Science and Engineering. My work primarily focuses on data subset selection, concept unlearning, and AI trustworthiness.
Beyond research, I enjoy exploring the applications of AI in social media analysis and finding ways to make AI more inclusive and reliable for diverse communities.
I love to play Cricket. I also love Travelling.
Research Interests
- LLM Unlearning
- In-Context Learning
- Prompt Selection
- Trustworthy AI
- Data Subset Selection for Trustworthy AI
- In-Context Example Selection for Language Models
- Concept Unlearning from GenAI Models
- Graphs and Social Media
Education
Indian Institute of Technology, Kharagpur - MS (Research), CNeRG Lab, Computer Science and Engineering
July 2023 – Present | CGPA: 8.63/10
College of Engineering and Management, Kolaghat - BTech, Computer Science and Engineering
June 2018 – June 2022 | CGPA: 9.36/10
Research Publications
- VTruST: Controllable Value Function-Based Subset Selection for Data-Centric Trustworthy AI (DMLR Workshop @ ICLR 2024)
- A Knowledge-Based Approach for User Profiling from Multilingual Texts in Social Media Platforms (IEEE IITCEE, 2023)
Research Projects
- Concept Unlearning from LLMs: Prompt-based strategies to fine-tune large language models.
- Data-Centric Trustworthy AI: Proposing a framework for training data subset selection.
- Knowledge-Based User Profiling: Sentiment analysis model for multilingual texts.
Contact
Personal Email: shubhadipnag5555@gmail.com
Official Email: shubhadipnag@kgpian.iitkgp.ac.in
Location: Kharagpur, West Bengal, India