Introduction The challenge of selecting a specific engineering stream is often the first hurdle for aspirants at Nitte Meenakshi Institute of Technology (NMIT Bangalore). With the college offering everything from traditional Civil Engineering to niche programs like Aeronautical and VLSI Design, students frequently struggle to balance their persona