Addressing the ever-growing problem of urban congestion requires innovative approaches. Smart congestion platforms are arising as a powerful resource to optimize passage and reduce delays. These systems utilize current data from various sources, including devices, connected vehicles, and historical data, to adaptively adjust light timing, reroute v