Opportunity Hub

What it does

Opportunity Hub is a read-only analytics and browsing portal for scraped job listings and startup leads written by a Python job-scraping pipeline into Google Sheets. Unlike manual spreadsheet digging, it provides a structured dashboard for discovering, filtering, and acting on fresh opportunities across multiple sources — with overview analytics, per-source data tables, advanced filtering, and record-level detail views. The platform pairs a production Next.js frontend (deployed on Vercel) with a multi-source Python ingestion pipeline that scrapes Indeed, LinkedIn, TechCrunch, TopStartups, GrowthList, and Wellfound, normalizes records, enriches them with company-size and funding metadata, and appends deduplicated rows to Google Sheets. The portal consumes the same spreadsheet and column definitions, turning raw scraped output into a fast, shareable discovery interface for teams.