HR Tech2026

MatchTalent.ai

An AI-powered technical sourcing platform that ranks engineering candidates by real code output instead of resume keywords.

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The Challenge

Technical recruiters wade through hundreds of superficially similar resumes and LinkedIn profiles with no reliable way to verify a candidate's actual engineering ability before an interview.

What We Built

✓Deep semantic analysis of GitHub/GitLab repositories, commit depth, and framework proficiency
✓Autonomous matching agents that parse job specs and rank candidates by verified technical output
✓Context-aware outreach messaging that references a candidate's actual repositories and pull requests
✓One-click ATS integrations with Greenhouse, Lever, and Ashby
✓Pipeline and CRM tools for managing roles, candidates, and client relationships

Screenshots

Outcome

Live self-serve platform helping recruiting teams surface verified engineering talent in seconds instead of sifting resumes by keyword.

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