The emergence of ride-hailing platforms like Uber has undeniably disrupted the transportation industry. With one swipe on a smartphone, users can request rides instantly, offering unprecedented accessibility. This shift has not only changed consumer habits but also challenged traditional ride services dramatically. Urban centers around the world