My research focuses on systems security and performance.  Consequently, my projects often lie at the intersection of software and hardware. Some of my projects include developing compiler-based defenses for embedded microcontrollers, providing security and privacy for deep learning, and reverse-engineering the behavior of proprietary GPU microarchitectures to improve system performance.