Research
Toward Safer, Smarter, and More Connected Transportation
I develop models and applications that monitor, predict, and optimize traffic. My research bridges digital and physical transportation layers through AI, data-driven models, digital twins, and V2X technologies. By integrating sensing, prediction, and communication, I enable traffic systems to proactively predict risks, optimize decision-making, and enhance safety and mobility.
AI, data-driven models for understanding, predicting safety in real-time. 
Dynamic, digital replicas of physical transportation systems that optimizes safety and mobility. 
Breaking information silos among infrastructure, vehicles, and road users. 
Understanding the mechanisms that drive human perception and reaction to information. 