I am a research scientist at IBM Research. My work includes developing machine learning algorithms for scientific applications and the theory of machine learning. My recent work has been on symmetry equivariant neural networks, symmetries of the loss landscape, graph neural networks, optimization. I also work on accelerating scientific computing and coarse-graining using ML. I obtained my PhD in physics from Boston University working on complex systems.