I am interested in the interesction of Software Engineering, Programming Languages and Machine Learning. I have worked on developing LLM based bug fixing and program synthesis systems. My research goals are to
Build a deeper understanding of current LLM’s and their abilities to code and reason.
Improve LLMs and LLM-Agents in their interaction with code bases with improved PL tools and techniques. Solve SE problems on a large repository or software scale
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Research
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MASAI: Modular Architecture for Software-engineering AI Agents
Nalin Wadhwa*, Atharv Sonwane*, Daman Arora*, Abhav Mehrotra, Saiteja Utpala, Ramakrishna B Bairi, Aditya Kanade, Nagarajan Natarajan
NeurIPS 2024 Workshop on Open-World Agents
project page / OpenReview / arXiv
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CORE: Resolving code quality issues using LLM's
Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade, Suresh Parthasarathy, Sriram Rajamani
Proceedings of the ACM on Software Engineering FSE 2024
project page / ACM / arXiv
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