I am a fourth-year Ph.D. student in Computer and Information Science at the
University of Pennsylvania, advised by Prof. Andrew Head.
My research bridges human-AI interaction and software engineering, focusing on
AI-powered programming assistants that answer complex developer questions
and enhance code understanding.
I design intelligent systems that combine large language models,
vision-language models, and agent-based analysis. My recent work includes Trailblazer, which uses
intelligent agents to trace program flow and explain behavior inside the IDE;
InvisibleMentor, developed during my internship at
Microsoft Research's PROSE team,
which uses VLMs to infer user actions from spreadsheet screen recordings and recommend improved
workflows; and Ivie, which
provides lightweight in-situ explanations for AI-generated code.
I completed my master's in Computational Science and Engineering at Harvard, advised by Prof. Elena Glassman, where I developed
interactive systems for code and model exploration, including ExampleNet and ParaLib.