End-to-end recruitment automation pipeline that automates candidate sourcing, semantic job matching, and offer generation, reducing manual recruitment tasks by 80% while improving match quality.
n8n · workflow canvasproduction build
Context
Recruiters spent hours manually searching for candidates on LinkedIn, matching profiles to job descriptions, and drafting personalized outreach messages for each role.
Approach
Built three interconnected n8n workflows: Job Description RAG for indexing roles with vector embeddings, LinkedIn Profile Scraper for automated candidate discovery, and Candidate Matching using AI agents with semantic search to match and generate tailored offer messages.
