Cem Cizem@cemcizem

Bright Data Hiring Lead Agent is a full-stack AI sourcing tool that turns a simple hiring brief into a ranked, reviewable shortlist of candidates. A recruiter enters a search configuration, and the agent uses Bright Data's SERP API to discover candidate leads from across the public web, then normalizes and deduplicates each profile into a clean record. From there, the pipeline fans out parallel LLM enrichment workers that gather context on each candidate and synthesize report-ready summaries. Every candidate receives an explainable fit score, so reviewers understand not just who matched, but why. The result is presented in a Next.js interface with step-by-step pipeline visualization, so users can watch discovery, enrichment, and scoring progress in real time. Recruiters stay in control through a human-in-the-loop review stage: each lead can be approved, rejected, or flagged as needing more information, and the full list or approved-only subset can be exported to CSV for use in any downstream ATS or outreach tool. The system is built with a FastAPI backend and a Next.js frontend, with an optional Electron desktop shell. It runs in a credential-free mock mode for instant demos, or in live mode using Bright Data SERP for discovery plus OpenAI (or local Claude/Codex CLIs) for enrichment. It deploys cleanly to Vercel and Railway, making it easy to go from local experimentation to a hosted, shareable hiring agent.

🌍 Hybrid Hackathon | 💻 Online Build: May 25–30,2026 | 📍 SF Onsite Finale: May 30–31,2026 We’ve unlocked the web for your AI. Now build what wasn’t possible before. Build AI agents with live web data, then join the SF onsite finale at Bright Data’s new Web Data Loft. 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 $18,300 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🎁 Onsite attendees are automatically entered into a live giveaway for 4 × $100 Amazon gift cards. 🧑‍💻 Apply now to build AI agents powered by real-time web access.