Urban areas across the globe frequently face a vexing problem: traffic jams. These congestions can cripple city functionality, leading to inconvenience for commuters and straining the local economy. The origins of traffic jams are multifaceted, ranging from population growth to construction projects. Finding solutions to this ubiquitous issue is a