As urban populations grow, cities are increasingly turning to technology to improve effectiveness. Electric Vehicles (EVs) hold a pivotal role in this transformation, offering a sustainable mode of transportation. Smart city initiatives often integrate EV infrastructure, creating charging stations and utilizing data analytics to optimize traffic fl