I am a Research Assistant Professor in the Department of Computer and Information Science at the University of Pennsylvania and in the Department of Biomedical and Health Informatics at the Children's Hospital of Philadelphia. I am a member of the
and a Co-Founder of Neuralert Technologies, LLC
-- a wearable medical device company that detects symptoms of potential stroke. My research develops foundations and tools for safety guarantees and predictable performance of learning-enabled cyber-physical systems
(CPS) - primarily targeting the internet-of-medical-things
(IoMT) and autonomous vehicles
(AVs). Specifically, my research aims to develop tools and techniques to address challenges arising from "thin data"
, which can be caused by unmodeled variability, dataset shifts, anomalies, and sensing constraints. Find out more here