The taxi area of interest has undergone significant transformations over the past few decades, pushed by technological developments, changing consumer conduct, and the emergence of latest mobility solutions. Traditionally, taxis operated by means of centralized dispatch systems, phone bookings, and taxi stands, providing a dependable mode of transp