INTRODUCTION GITAM COMEDK Cutoff qualification opens doors to quality engineering education influencing long-term career trajectories significantly. The branch secured through cutoff performance shapes specialization, skill development, and eventual employment opportunities. Understanding correlation between cutoffs, branch selection, and career o