Urban areas across the globe continuously face a persistent problem: traffic jams. These backlogs can halt city workflows, leading to delays for commuters and burdening the local economy. The origins of traffic jams are complex, ranging from increased vehicle ownership to poor infrastructure. Finding solutions to this ubiquitous issue is a priority