I am a first year PhD student working with Ben Zhao at UChicago on topics at the intersection of security and machine learning. In 2019, I graduated from Caltech with a B.Sc. in mathematics and a focus on geometry and topology. Prior to my position at UChicago, I worked on a variety of machine learning projects including differentially private dataset release, model explainability with parameter saliency, algorithm-solving networks with weight sharing, and cold diffusion models.