Urban areas across the globe frequently face a vexing problem: traffic jams. These congestions can halt city functionality, leading to frustration for commuters and burdening the local economy. The causes of traffic jams are complex, ranging from urban sprawl to inefficient traffic management. Finding solutions to this prevalent issue is a priority