About Me

I am a Ph.D. student majoring in Social and Engineering Systems at MIT IDSS and CSAIL. I have been fortunately working with Prof. Marzyeh Ghassemi on machine learning for healthcare, with a particular focus on natural language processing for healthcare.

My current research centers around two primary questions:

  • How can we mitigate the bias, miscalibration, and hallucination of language models, improving the deployability and ethics of these tools in real-world applications?
  • How can we accurately and fairly assess the generation quality of language models, enabling decision-makers to make more informed choices in high-stakes scenarios?

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