Matthew Galle@matt123

VelocityHire is an AI-powered recruitment automation platform designed to eliminate the inefficiencies of high-volume hiring. At its core, it leverages a 3-agent LangGraph pipeline that automates the entire recruitment workflow from candidate discovery to outreach. Agent 1 (Profile Analyzer) ingests candidate data and scores profiles across a 7-node graph, weighing factors like hackathon performance, technical skills, certifications, and recency to produce a ranked candidate score. Agent 2 (Job Matcher) takes scored profiles and runs them through a 5-node matching graph, evaluating adaptability, role fit, and culture fit to generate precise match scores against open positions. Agent 3 (Outreach Coordinator) closes the loop by segmenting matched candidates into PRIORITY, STANDARD, NURTURE, or ARCHIVE tiers and automatically generating personalized outreach campaigns tailored to each segment. Built on FastAPI, SQLAlchemy ORM, and a multi-tenant SQLite database, VelocityHire supports full organizational isolation via X-Company-ID scoping across 5 core tables. It integrates natively with leading ATS platforms including Greenhouse, Lever, and BambooHR via webhook endpoints, enabling seamless adoption into existing hiring stacks. The result is a scalable, intelligent hiring engine that dramatically reduces time-to-hire while improving candidate quality and engagement.

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