Revolutionizing how people travel within cities, ride-apps are increasingly becoming the cornerstone of future urban transportation. These platforms offer the simple and efficient option to traditional taxi services, enabling users to request rides with simply a few taps using their phone. Moreover, they supply dynamic location and obvious pricing,