I’m a PhD student in the Department of Computer and Information Science at the University of Pennsylvania, advised by Surbhi Goel.

I’m interested in understanding deep learning through mathematical and scientific means.

I did my undergraduate in computer science at Princeton University.

Research

The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains
With Benjamin Edelman, Surbhi Goel, Eran Malach, and Nikolaos Tsilivis
preprint