Introduction In today’s competitive academic landscape, engineering education is not only about classrooms, labs, and projects—it is equally about the promise of a successful career. For students in Uttar Pradesh, Lucknow has emerged as a hub of quality engineering education. Over the last decade, engineering colleges in the city have not only expanded in infrastructure and faculty...