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Hire a Human

AI hiring platform that verifies technical skills through proof of work.

Sep 18, 2026 AI & Machine Learning
github-analysis leetcode-evaluation proof of work technical-hiring

About

Hire a Human is an AI-powered technical hiring platform built to replace resume-first screening with proof-of-work verification.Instead of relying primarily on resumes and ATS keyword matching, Hire a Human researches a candidate's actual GitHub activity and LeetCode history and evaluates that evidence against the requirements of a specific technical role.The platform uses a hierarchical multi-agent architecture with an Orchestrator, Evaluator agents, and a Report agent. I also built 2 custom MCP servers to provide the agents with reliable access to the data required for candidate evaluation.The product also includes a production voice AI layer built with LiveKit, supporting multilingual STT/TTS, Silero VAD, and BVC noise cancellation, with approximately 700ms time-to-first-audio.The product is live and has been used by 14 real users. I also pitched the concept to 3 HR recruiters, and all 3 validated the underlying hiring problem and the value of the approach.I built the product end-to-end and am now looking to sell it to someone who can take the existing product, infrastructure, and early validation further through distribution, monetization, and scale.Included in the sale can be the existing product/codebase, AI and agent architecture, MCP infrastructure, deployment setup, and associated project assets, subject to the final acquisition agreement.

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