I am currently a senior research scientist within Google Brain. I did my PhD at MIT, working with Suvrit Sra and as a member of the Machine Learning and Learning and Intelligent Systems groups. My research focuses on identifying precise mathematical definitions of diversity to understand the behavior of ML models, e.g., under distribution shift. I wrote my PhD on negatively dependent measures, which use Strongly Rayleigh polynomials to encode desirable properties for diversity modeling.