Introduction The engineering employment gap exists because traditional academic models often fail to keep pace with rapid industrial shifts. At the S.J.B. Institute of Technology (Sri Jai Adichunchanagiri Shikshana Trust®), also known as SJBIT, the curriculum is strategically designed to align with the 2026 corporate landscape. By integrating cas