Machine learning projects for final year: how to pick one that actually helps you

Your final-year machine learning project is the first real portfolio piece most Indian students will have, and almost everyone treats it as a checkbox to clear instead. I have judged these at hackathons and screened them on resumes. Here is how to choose one that works for you afterward, instead of one that blends into the pile.