# VCDB

A venture-firm directory built for job hunting, sitting on top of the pipeline that fills it in. I imported 1,350 firms as names alone and let a worker do the rest: it resolves each firm's domain from Brave search results, scores the match on name-token overlap and venture context, then probes the site for portfolio, careers, and jobs-board URLs and tags the platform behind them, Getro, Ashby, Greenhouse, or Lever. Anything under a 0.7 confidence gate goes to a review queue instead of the directory. The worker claims batches of 100 from a retrying job queue in Postgres on a ten-minute GitHub Actions cron, so the whole backfill ran unattended and new firms enrich themselves. The Next.js front end reads the table with the anon key only, filtered, sorted, and paginated straight from the URL.

Context: vcdb-nine.vercel.app · August 2026

Built with Next.js, Python, Supabase/Postgres, Brave Search API, GitHub Actions.

URL: https://vcdb-nine.vercel.app

Author: Nayab Rehmat
Site: https://nayabdev.com/