Proposed research

The proposal addresses AI-driven measures of effectiveness for speed-management strategies across roadway contexts.

My role and status

I led proposal development, with a focus on multimodal connected-vehicle and video data. This project remains pending approval in the September 2026 CV. The proposed amount is not included as awarded funding.