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Case study · Automation

GitHub Developer Sourcing

A recruiting pipeline for TechForce that reads open job locations, finds matching GitHub developers by city, and syncs qualified profiles into Gospott CRM. It turns location-based sourcing into a repeatable automated workflow.

Project type
Automation
Best for
Teams replacing manual work
Outcome
A faster, more reliable workflow
Core stack
n8n, GitHub API, Supabase
GitHub Developer Sourcing overview

Technology stack

  • n8n
  • GitHub API
  • Supabase
  • Gospott CRM
  • Web Scraping

01 — The challenge

Client challenge

TechForce's recruiting team spent hours per open role manually searching GitHub for developers by location — a high-volume, repetitive task consuming capacity that should be focused on relationship-building and conversion.

02 — What I built

What I built

I built an automated sourcing pipeline that reads open job locations from Supabase, scrapes GitHub for matching developers by city and role, qualifies profiles against defined criteria, and syncs enriched records directly into Gospott CRM.

  • Supabase integration to read open job location data
  • GitHub developer scraping by city and skill match
  • Automated profile qualification against hiring criteria
  • Gospott CRM sync with deduplication
  • Daily automated pipeline execution with no manual steps

03 — The outcome

Measured outcomes

Manual developer sourcing was eliminated entirely. TechForce's team now starts every day with a pre-filled CRM of qualified, location-matched developer profiles — reclaiming hours previously lost to repetitive search work.

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