I am an undergraduate student at Harvard University studying mathematics and computer science. I'm interested in the theoretical guarantees of deep learning, deep reinforcement learning, and combinatorial algorithm.
Currently, I am working on collaborative RL agents with Dr. Wilka Carvalho. I focus on learning algorithms that incorporate theory of mind.
Previously, I interned at Amazon Web Services as a Software Development Engineer, working on LLM orchestration for AWS Quicksight. I was also selected as a Regeneron Science Talent Search Scholar for my work on West Nile Virus modeling.
Research
I am motivated by the study of mathematical and scientific intelligence.
NiceWebRL: a Python library for human subject experiments with reinforcement learning environments
Wilka Carvalho, Vikram Goddla, Ishaan Sinha, Hoon Shin, Kunal Jha
Paper
Feeling the Strength but Not the Source: Partial Introspection in LLMs
Ely Hahami, Lavik Jain, Ishaan Sinha
Paper
Characterizing West Nile Virus Dynamics With Explainable Machine Learning
Ishaan Sinha, Nikhil Muralidhar
Regeneron Science Talent Search
PaperProjects
Other
I love playing bullet chess, reading philosophy, and watching tennis.