With the rise of smartphones and ubiquitous internet access, the landscape of transportation is undergoing a dramatic shift. Ride on demand services have arisen as a flexible alternative to traditional taxi booking. These platforms leverage technology to connect passengers with drivers in real time, offering instant transportation. From urban cente