Introduction The rapid evolution of the digital economy directly impacts the preferences of engineering aspirants every year. This shift is clearly visible in the annual Gopalan College of Engineering Cutoff for computer science and related fields. As industry demand for software engineers grows, the Gopalan College of Engineering Cutoff for these