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Education
Ph.D., Computer Engineering, Carnegie Mellon University
M.S. Electrical and Electronics Engineering, Carnegie Mellon University
B.S., Electrical and Electronics Engineering, Purdue University
Research Focus
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 autonomy. Specifically, my research aims to develop tools and techniques to address challenges arising from unmodeled variability, dataset shifts, anomalies, limited data, and sensing constraints. I apply my research to address real-world (medical) problems with an eye towards technology transfer and commercialization.