My research on autonomous vehicles strives to enhance vehicle safety by incorporating state-of-the-art estimation techniques into vehicle perception and actuation. I also have an interest in robustness and security in vehicle system design and integration, especially given the traditionally decentralized architecture of vehicle systems.