AI with Michal
Internal tooling

Internal Sourcing Tool

Natural-language search over a 50k+ candidate ATS so hiring managers find the right people fast.

  • Claude
  • ATS API

The challenge

Hiring managers had access to a company ATS with over 50,000 candidates, but the search functionality was limited to basic keywords, which made it hard to find the right candidates.

What I built

I built a system that lets managers describe in plain words who they are looking for. It connects to the ATS via API, runs several different searches, analyzes candidate profiles, ranks them, and shows the manager a list of top-ranking candidates.

As they review profiles, a hiring manager can add further criteria to narrow the search on the fly.

Result

Faster and more dynamic internal sourcing.

Want something like this built?

Describe the outcome you need and I’ll reply within two business days. Open to everyone, you don’t need to be a member.

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