Addressing the ever-growing challenge of urban congestion requires advanced strategies. Smart congestion systems are emerging as a powerful tool to enhance movement and reduce delays. These platforms utilize real-time data from various inputs, including devices, connected vehicles, and historical patterns, to dynamically adjust signal timing, redir