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Careers & resumes

MVP / demoDemo available

FitLens

Explainable comparison of a resume and a job posting to identify matches and areas to review.

PythonTF-IDFGroqPDFJSONCI
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Documented work

  • PDF resume reading and text matching using TF-IDF.
  • Interpretable results relating experience and resume terms to job requirements.
  • Optional Groq integration, local fallback, Markdown/JSON exports, tests and CI.

FUNCTIONAL BROWSER DEMO

Try it, change the inputs and inspect the result.

The score measures term matches using local rules. It is not a commercial ATS assessment.

Demo using sample data. Changes belong to this session; results can be exported.