Introduction Horizontal reservation provides a significant advantage for students who have studied in rural areas or Kannada medium schools. These categories have dedicated seat percentages that often have a lower closing rank compared to the general Nagarjuna College of Engineering KCET cutoff. Specifically, 15% of government seats are reserved f