Recruiting efficiency — 40% faster sourcing

Context: A mid-size tech firm needed faster sourcing without sacrificing candidate experience.

Approach: Built a Talent Sourcer GPT to parse JDs, rank profiles from Sheets, and draft respectful outreach.

Result: 40% reduction in time-to-shortlist; improved outreach reply quality.

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Workflow

  1. JD intake → skill matrix → ranking rubric
  2. Shortlist → outreach drafts → feedback loop
  3. Metrics logged back to Sheets/ATS