JD → Fit Analyzer

Paste a job description. Get a fit score, three matching career stories with metrics, two honest gaps, and a tailored 4-sentence cover paragraph — in under 8 seconds.

Paste a JD on the left to begin

You'll get a fit score, three matching career stories with metrics, two honest gaps, and a tailored 4-sentence cover paragraph you can copy. Takes about 8 seconds.

No JD handy? Click Show me an example output to load a sample.

Demo-grade by design — sketches of how I work. Production fidelity scales with the infra and compute behind it.