I am a PhD student in Computer and Information Science at the University of Pennsylvania, where I am fortunate to be co-advised by Osbert Bastani and Dinesh Jayaraman. I am interested in improving the reasoning ability of foundation models (particularly in programming tasks) and in using them to build embodied AI systems.
Previously, I graduated with a bachelor's degree from Massachusetts Institute of Technology, where I double-majored in computer science and mathematics. There, I was extremely fortunate to work with Armando Solar-Lezama and Omar Costilla-Reyes on neurosymbolic program synthesis and with Stefanie Shattuck-Hufnagel and Jeung-Yoon Elizabeth Choi on acoustic cue detection. I also spent a summer at Imperial College, London working with Cristopher Salvi. You can find out more about my past experiences here.
Profiles: Google Scholar • X (Twitter) • Mastodon • Bluesky • LinkedIn • Github • ORCiD
I am a member of trustML@Penn, the ASSET Center, and the Perception, Action, & Learning Group at the GRASP Laboratory. I'd love to hear from you if you wish to work with me or collaborate with any of the organizations that I am currently a part of. Feel free to reach out to me via email at {sagnikanupam} at {alum} dot {mit} dot {edu}.
Updates
Mar 2025
Our work on LLM Program Optimization has been accepted to the Third Deep Learning for Code Workshop at ICLR 2025!
Mar 2025
I will be presenting our work on LLM Program Optimization at the meeting of Neurosymbolic Programming Expeditions in Computing at MIT CSAIL from March 6-7, 2025.
Jan 2025
Our work on LLM Program Optimization is out on arXiv!
Sep 2024
MathDSL has been accepted to NeurIPS MATH-AI '24!
Sep 2024
I started my PhD at the University of Pennsylvania!
May 2024
I graduated from MIT!
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