Yao Song is a first-year PhD student in the Department of Biostatistics. Her research interests lie in personalized medicine, especially combining causal inference and machine learning methods to estimate dynamic treatment regimens. Yao has worked on methods to optimize individualized treatment under multiple competing objectives, and her recent research focuses on identifying tailoring variables for adaptive implementation strategy using data from clustered SMART.