NEET College Predictor

A prediction tool for NEET aspirants: given a rank, it estimates realistic college options based on how previous years' ranks mapped to actual admissions. Built and used as an internal tool, so it is not publicly linked — it is the studio's first shipped data-prediction product and the base for its move into applied ML.

The problem

A NEET rank tells a student where they stand — not where they can get in. The rank-to-college mapping shifts every year with cutoffs, categories and seat matrices, and most aspirants navigate it on rumour and coaching-centre folklore.

What we built

The predictor maps a rank against how previous years' ranks actually converted into admissions, producing a realistic set of college options rather than a wishlist.

Outcome

In internal use as a decision-support tool.