All projectssmart city
Urban Traffic Optimization
Correlated camera, loop, and connected-vehicle signals with simulation-backed signal timing recommendations.

Challenge & approach
AI-driven traffic management system using connected sensors to reduce congestion and improve flow.
Correlated camera, loop, and connected-vehicle signals with simulation-backed signal timing recommendations.
Plan a similar deployment
We'll align on scope, security, and success metrics before writing code.