Member of Technical Staff at Periodic Labs. Previously at Meta FAIR. I completed my PhD at MIT CSAIL, advised by Tommi Jaakkola with additional mentorship from Pulkit Agrawal.

My research spans RL environments for LLMs, atomistic simulation, and scientific discovery. I’m broadly interested in how learning systems can make effective use of data that varies in fidelity, scale, relevance, and abstraction.