Urban areas across the globe frequently face a vexing problem: traffic jams. These congestions can halt city workflows, leading to inconvenience for commuters and burdening the local economy. The causes of traffic jams are varied, ranging from urban sprawl to construction projects. Finding solutions to this prevalent issue is a challenge for urban