Hello!  I’m a 4th year PhD student in the Electrical and Computer Engineering department at UIUC. I’m advised by Prof. Sayan Mitra at the Coordinated Science Lab.

I work on safe reinforcement learning, verifying the safety of autonomous systems that have machine learning components, verifying the safety of cyber-physical systems, finding bounds on the topological entropy of different types of such systems while relating them to the bit rates needed for estimating their states, and designing algorithms to generate and mitigate adversarial examples in the physical world.

I received my BE degree in Computer and Commmunications Engineering from the American University of Beirut (AUB) in May 2014.