About me
- I am a PhD student in the Department of Statistics at The London School of Economics and Political Science (LSE), advised by Chengchun Shi.
- I am also the Chief Technology Officer (CTO) at Stats-Powered AI.
- Prior to this, I completed an MSc in Applicable Mathematics at LSE.
- Before that, I received a BSc in Mathematics with Finance from The University of Liverpool and Xi'an Jiaotong-Liverpool University.
Research
My current research focuses on the intersection of reinforcement learning and large language models, with particular interest in:
- Offline reinforcement learning and policy optimization
- Confounded and partially observable environments (POMDPs)
- Human feedback alignment and preference-based learning
- Doubly robust estimation and variance-reduction techniques
- High-dimensional statistics and distributional analysis