Automate CV Customization with AI for Faster Job ApplicationsAutomate CV Customization with AI for Faster Job Applications
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Nwoyi Philip
• Feb 5
Applying to jobs is exhausting.
You find a role you want. Copy the description. Rewrite your CV to match. Hope it gets past the ATS. Repeat 50 times.
Most people give up halfway through.
What I built:
A multi-agent system powered by CrewAI that handles the entire process autonomously:
Parser Agent extracts your skills and experience from your base CV
Job Analyst Agent scrapes the job posting and identifies exactly what they want
CV Writer Agent rewrites your CV to perfectly match their requirements
Scorer Agent rates your final CV out of 100 and suggests improvements
How it works:
Drop in a job URL. The system handles everything—scraping, analyzing, rewriting, scoring. You get an ATS-optimized CV tailored to that specific role in minutes.
Template Link: https://github.com/Nwoyi/cv_multi_agent.git
Backend DevelopmentAI DevelopmentLangChainPythonAI Agent Engineer
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