AI Job Match & Resume Regenerator

Run LangChain-powered job fit analysis against a real job description, review regenerated content, and apply improvements safely.

Resume Source

Upload a resume PDF here, or use your existing draft from the editor.

No resume loaded
Open Resume Editor

Job Description

Paste a full job post. The optimizer evaluates fit against your latest resume draft.

Current draft

0/8000 characters

Upload a resume or add data in the editor before running evaluation.

No evaluation yet

Add a job description and run the evaluator to see score deltas, detailed analysis, and resume improvements.

AI Job Match is a standalone workspace. You can still move the improved draft into Portfolio Builder when needed.