I am currently an Assistant Professor of Biostatistics at Brown University. I received my PhD in Biostatistics from the University of Pennsylvania. My methodological research centers around developing Bayesian nonparametric methods for causal estimation, with a focus on settings with sequential treatments made with incomplete information. These methods blend principled causal reasoning, nonparametric Bayesian modeling, and efficient computation to build systems for data-driven decision making.
Many of my motivating applications are in oncology. Some current work is partially funded by a PCORI contract and focuses on developing Bayesian semiparametric methods for estimating (and optimizing) effects of sequential treatment strategies in acute myeloid leukemia. I have recently been awarded another PCORI contract to develop Bayesian nonparametric methods for causal estimation with incomplete covariate information.
If you are an ScM or PhD student at Brown University who is considering working with me, please see this page.
