About Me

I am a Ph.D. candidate majoring in Social & Engineering Systems and Statistics at MIT IDSS and LIDS. I have been fortunately working with Prof. Marzyeh Ghassemi on machine learning for healthcare.

My current research centers around two primary topics:

• LLM Safety and Alignment: Designing algorithms and investigating underlying mechanisms to ensure safe, robust, and interpretable LLM behaviors and trustworthy deployment in high-stakes domains.
• LLM Reasoning and Decision-Making: Advancing LLM reasoning, agentic planning, and deep research capabilities through reinforcement learning to address complex decision-making challenges in healthcare and beyond.

For more information about my background and qualifications, please refer to my CV.