Urban commuting has advanced rapidly in recent years, with mobile applications becoming the backbone of modern transportation. The traditional process of waiting at street corners or calling dispatch centers is fading away as riders now prefer seamless, technology-driven platforms. A taxi app not only connects passengers and drivers but also provid