I'm a second-year Ph.D. candidate at the University of Illinois-Urbana Champaign. My research interests broadly lie in machine learning theory and algorithms, in improving learning algorithms via theoretical insights. I am currently working on generative modelling and fair federated learning, with prior experience in robustness, out-of-distribution generalization and deep learning theory.