Introduction As a pioneer in technical education, Ramaiah Institute of Technology serves as a definitive benchmark for excellence and innovation-driven learning in India. The institution has consistently secured top rankings in the National Institutional Ranking Framework (NIRF), highlighting its sustained performance in teaching and research.