Building trustworthy AI for Healthcare

I am fortunate to be advised by Ahmed Alaa and Geoff Tison at UC Berkeley & UCSF. Previously, I have recieved my B.S. in Computer Science at Johns Hopkins University, where I was advised by Jithin Yohannan and Mathias Unberath. During my undergraduate studies, I have also had the pleasure to work with Emma Pierson and John Guttag as a research assistant at Massachusetts Institute of Technology.

Focus: robust and equitable machine learning in healthcare, with a strong emphasis on model reliability, representation quality, and transparent evaluation.