Addressing the ever-growing issue of urban congestion requires innovative methods. Smart congestion platforms are appearing as a promising tool to improve circulation and lessen delays. These systems utilize current data from various inputs, including sensors, integrated vehicles, and previous trends, to dynamically adjust light timing, reroute veh