Hello and welcome to my homepage! I am currently a fifth-year Ph.D. candidate at MIT, where I am fortunate to be advised by Prof. David Simchi-Levi. I am affiliated with the Institute for Data, Systems, and Society (IDSS) and the Laboratory for Information and Decision Systems (LIDS) Before joining MIT, I obtained my bachelor's degree in statistics and economics (minor) from Peking University.  

My research studies data-efficient decision-making, with a particular focus on using low-cost AI simulations to reduce reliance on expensive ground-truth data. I develop statistical and optimization methods that account for the error structure of imperfect AI outputs, enabling their principled use as auxiliary information. My work spans two stages of the decision pipeline: 

(1) experimental design and data collection, and 

(2) statistical inference and downstream decision-making.

I am on the 2026-2027 job market!