Research
Intelligent & Human-Centered Mobility
Vehicles and transportation systems that understand context, communicate naturally, and work with—not merely around—people.
Mobility is a demanding environment for intelligent systems: decisions are contextual, safety matters, and human needs are often ambiguous. I investigate how agentic vehicles, conversational interfaces, and digital twins can improve transportation while keeping people at the center.
Current themes include human–vehicle collaboration, geospatial reasoning, passenger safety, and communication-aware fleet intelligence.