Introduction The "demand-supply" gap is most evident when analyzing the Nitte Meenakshi Institute of Technology KCET cut off across different branches. While the college remains prestigious across all departments, the sheer volume of applications for tech-centric roles creates a massive disparity in closing ranks. This study highlights how student