Urban areas across the globe constantly face a persistent problem: traffic jams. These bottlenecks can disrupt city functionality, leading to inconvenience for commuters and taxing the local economy. The causes of traffic jams are multifaceted, ranging from population growth to poor infrastructure. Finding solutions to this prevalent issue is a cha