The vehicle booking system is an Internet application designed to facilitate the booking of vehicles according to the preferences of customers at their convenience. This system streamlines the vehicle booking process for a company, enabling all bookings to be managed through the application. Customers log in using individual login credentials (ID/phone number and password) to access the services. The application serves as a platform that connects vehicle operators/administrators with customers. The primary focus of the system is customer satisfaction. It offers user-friendly options for booking vehicles, where customers can input details such as journey date and time, origin, pick-up point, destination, and drop-off point. The admin is responsible for managing the application, including vehicle bookings and checking the availability of vehicles. They have the authority to monitor and allocate drivers as needed. The application stores information such as model names, registration numbers, available vehicles, rental rates (based on a per-day basis), driver profiles for security purposes. Machine learning concepts are incorporated to enhance the system’s functionality, particularly in finding the nearest locations of available vehicles. This application serves as a comprehensive solution for efficient vehicle booking, catering to the needs of both customers and administrators.