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.