Introduction  Securing a seat at Nitte Meenakshi Institute of Technology (NMIT) is a formidable challenge, as the NMIT KCET cut off consistently ranks among the most competitive in Bangalore. This high barrier to entry is fueled by the institution's autonomous status, which allows for a modernized, industry-aligned curriculum that attracts the st