In my lab, we study infectious diseases using computational tools such as machine learning, causal inference, and mathematical modeling. We apply these tools to medical data to estimate the effects of treatment with different antibiotics on resistance, predict bacterial infections in hospitalized patients, assess the spread of mosquito-borne diseases under changing climate conditions, and more.