Introduction The phenomenon of a lower numerical Nitte Meenakshi Institute of Technology KCET cut off for top-tier branches is a direct reflection of student demand and market trends. High competition for branches like Computer Science and Artificial Intelligence stems from the perceived career security and high placement packages associated with