Addressing the ever-growing problem of urban traffic requires innovative strategies. Smart traffic platforms are emerging as a effective instrument to enhance movement and reduce delays. These systems utilize live data from various sources, including cameras, linked vehicles, and previous patterns, to dynamically adjust signal timing, reroute vehic