AI · Web · 2024Private / client work
TalentMatchAI
Résumé screening and candidate matching that extracts skills, ranks candidates and writes recruiter summaries.
Private build — walkthrough available on request.
AI · Web
TalentMatchAI
Private / client work
Overview
An HR-tech pipeline using embeddings and vector search to match candidates to roles and summarise fit for recruiters.
The problem
Recruiters spent around twelve minutes reading each résumé before they could even shortlist.
Approach & key decisions
- Skill extraction and normalisation from résumés.
- Embedding-based ranking against the job description with Pinecone vector search.
- Generated recruiter summaries explaining the match.