I do research in machine learning, with a focus scalable probabilistic machine learning methods and Bayesian machine learning. Recently, I've also been interested in how machine learning techniques can be applied to large-scale, high dimensional optimization problems in the natural sciences. In 2022, I received an NSF CAREER award funding work on these kinds of optimization problems.