SYNORA · Track 1 · Problem 01

End-to-End Career & Livelihood Guidance Agent

One shared matching engine, two doors in: a skill-assessment & interview coach for students, and a voice-first, vernacular-friendly guide to jobs and government schemes for rural and informal workers.

For Students

Skill Roadmap & Interview Prep

Get an adaptive roadmap toward a target role, watch it update live as you learn new skills, and practice with a mock interview that gives specific, not generic, feedback.

Start assessment→

For Rural & Informal Workers

Voice Scheme Guide & Local Jobs

Ask about government schemes out loud and get a plain-language spoken answer, plus locally relevant job leads — no forms, no jargon.

Open voice guide→

⚙️ Shared architecture

Both flows above call the same core matching engine (lib/matchingEngine.ts) for ranking jobs, schemes, and skill gaps — see the README for where each route wires in.