I’m a physics PhD from New York University advised by Stefano Martiniani currently doing an ML coop (and looking for a job :) ). Broadly, I’m interested in computational and scientific roles involving hard problems in collaborative environments.

Research

My PhD focused on the energy landscapes of soft sphere packings. I showed that commonly used numerical methods since the 1980s to identify basins of attraction in potential energy landscape studies introduce numerical artifacts that can give misleading results. See arxiv:2409.12113, accepted at PNAS. A significant portion of my work also involves estimating volumes of basins of attraction in high dimensions using Markov chain Monte Carlo.

Updates

Resources