Urban areas across the globe continuously face a persistent problem: traffic jams. These congestions can disrupt city workflows, leading to inconvenience for commuters and burdening the local economy. The factors of traffic jams are multifaceted, ranging from population growth to construction projects. Finding solutions to this prevalent issue is a