Addressing the ever-growing challenge of urban traffic requires cutting-edge strategies. Smart congestion solutions are arising as a promising instrument to enhance passage and lessen delays. These systems utilize live data from various origins, including sensors, integrated vehicles, and past trends, to dynamically adjust traffic timing, guide veh