Velion AI

Hiring managers can't tell senior from senior-sounding. GitHub profiles need a real signal beyond stars and streaks.

• ▸ Ingest commit graph + PR review data via GitHub APIs through n8n.
• ▸ Classify changes by domain (frontend/backend/infra) using an LLM pass.
• ▸ Compose a skill vector + roadmap recommendation per developer.

GitHub API → n8n ingestion → Postgres
                              ↓
              LLM scoring (Gemini) → skill vectors
                              ↓
                  Next.js dashboard + reports

• ▸ Generated profile reports for 100+ devs during private alpha.

• ▸ n8n shines as the connective tissue — wiring services beats writing yet another worker.