IntroductionGhaziabad has emerged as among the main education and learning hubs in North India, especially for learners looking for quality engineering education and learning. Positioned in the vicinity of Delhi and properly linked through highways, metro networks, and rail routes, the town draws in A large number of aspiring engineers on a yearly