Sima Noorani

I am a Ph.D. student at the University of Pennsylvania working at the intersection of machine learning, uncertainty quantification, and conformal prediction. I am broadly interested in how to produce reliable uncertainty estimates for modern ML systems, including generative models, as well as how these ideas extend to human–AI interactions where people and AI collaboratively reason and make decisions. Prior to graduate school, I studied electrical engineering and computer science and interned at Lockheed Martin, Comcast, and Bristol Myers Squibb.