From 14-Day Time-to-Hire to 38 Hours: A 4-Week AI Job Matching MVP That Beat 12-Year-Old ATS Incumbents
A purpose-built embedding pipeline using e5-large + a domain re-ranker, hybrid search over Postgres pgvector, multi-step matching agents that score by role rather than keywords, and a Next.js recruiter dashboard that drafts personalized outreach in the recruiter's voice.
Project Overview
What We Built
- A purpose-built embedding pipeline using e5-large + a domain re-ranker, hybrid search over Postgres pgvector, multi-step matching agents that score by role rather than keywords, and a Next.js recruiter dashboard that drafts personalized outreach in the recruiter's voice.
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