Traffic jams, an all-too-familiar phenomenon in urban centres worldwide, represent the congestion of vehicles on roadways, leading to increased travel times, fuel wastage, and often, frayed tempers. Rooted in a variety of causes, from sheer vehicle volume to road construction, accidents, and even unpredictable factors like weather conditions, these snarl-ups not only test the patience of drivers but also have broader implications. The stagnation has environmental consequences due to the emission of greenhouse gases from idling vehicles. Moreover, it adversely impacts economies by delaying the movement of goods and services and wasting countless productive hours. Efforts to alleviate this issue range from the development of efficient public transport systems to urban planning initiatives and the exploration of smart traffic management technologies. Regardless, as urban populations continue to swell, addressing traffic congestion remains a paramount challenge for city planners and policymakers.