Introduction  Computer Science Engineering (CSE) continues to be the most sought-after engineering discipline PES University cutoff. Rapid technological advancement, strong placement outcomes, and continuous industry relevance have positioned CSE as the preferred choice for a majority of engineering aspirants. As technology-driven roles dominate