MatchWise AI


The Problem :

Fresh graduates apply to dozens of roles but rarely hear back. Not due to lack of skill — but because of poor alignment between their resumes and the jobs they apply for.

Through conversations with students like Ankit, a B.Tech CS graduate who applied to 50+ jobs without response, I discovered 3 key blockers:

Resumes were mismatched with job expectations

Students didn’t know what recruiters were really looking for

This pattern repeated across students from Tier 2/3 colleges — good candidates were lost in the noise.


The Idea :

MatchWise AI helps students understand where they fit, how to improve their resumes, and how to apply smarter.

🎯 Goal: Increase job application success by helping freshers match better, fix gaps, and send stronger resumes — faster.