Show HN: I had AI pre-screen candidates' resumes

https://github.com/sliday/resume-job-matcher

by kulesh • 2 years ago

9 2 2 years ago

kulesh• 2 years ago

Hey all,

A few days ago, I developed an AI-driven tool to enhance my hiring process. It features:

- PDF text extraction (OCR, Computer Vision) - NLP-based resume and job description matching - Match percentage and compatibility analysis - Candidate feedback generation - Red flag detection and portfolio analysis (I check for 404 errors) - Candidate ranking with emojis and titles

Leveraging OpenAI's GPT and Anthropic's Claude (added OpenAI support recently), it automates screening and delivers actionable insights. After evaluating 100 resumes, I've identified a strong candidate.

I get the irony, this might seem a bit unfair, but it’s also a showcase of how these smart HR systems operate—black boxes by nature. I’m looking for feedback on how well it matches candidates (and weeds out spam) and would love any suggestions for additional features. What are your thoughts on AI’s role in recruitment?

Development journey: https://x.com/stas_kulesh/status/1838524611513708940

Questions or insights welcome!

karmabot• 2 years ago

That looks promising, thanks for sharing

Show HN: I had AI pre-screen candidates' resumes

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