Building reliable AI systems and studying how they shape people's experiences.
I'm an M.S. student in Computer Science at the University of Southern California with a background in Human-Centered Design & Engineering from the University of Washington. I'm interested in building AI systems that are reliable, thoughtfully evaluated, and grounded in how people actually use and experience them.
Incoming Software Engineer at Google · August 2027
Featured Work
AI-Assisted Engineering Workflows at Google
May 2026 – Aug 2026Designed AI-assisted workflows for organizing technical reports, supporting collaborative investigation, analyzing recurring feedback, and improving software quality.
Mitigating Dialect Bias in Toxicity Detection
Feb 2026 – May 2026Evaluated vector scaling and adversarial debiasing for a toxicity classifier that disproportionately flagged African American English, achieving a 95% reduction in the false-positive-rate gap.
LLM-Assisted Debugging for Novice Programmers
Jan 2023 – Mar 2023Built and evaluated an LLM assistant with a REPL interaction flow, studying how beginner programmers interpret, trust, and act on AI-generated error explanations.