The taxi area of interest has undergone vital transformations over the previous few decades, pushed by technological developments, altering consumer habits, and the emergence of new mobility solutions. Traditionally, taxis operated through centralized dispatch programs, phone bookings, and taxi stands, providing a dependable mode of transportation in urban areas. However, https://docs.google.com/drawings/d/1frPjOaxCIixXSybd9D0vhXi6AvVMi_O1A4U8l-1YynY/edit