Aggregate job listings and startup leads from multiple sources into one searchable, filterable dashboard.
Built for Clearpath Recruiting Group, 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. Instead of manual spreadsheet digging across dozens of tabs, it gives recruiters a structured dashboard for discovering, filtering, and acting on fresh opportunities across multiple sourceswith 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 the resulting records, enriches them with company-size and funding metadata, and appends deduplicated rows to Google Sheetsturning a scattered manual search process into a single, structured discovery workflow.
Next.js 
React 
TypeScript 
Google Sheets 
Python 
Vercel TanStack Table 
nuqs 
Tailwind CSS date-fns React Markdown 
JobSpy Playwright gspread 
Docker 
Railway Multi-source Python scraping pipeline covering Indeed, LinkedIn, TechCrunch, TopStartups, GrowthList, and Wellfound.
Record normalization and enrichment step that appends company-size and funding metadata to each listing.
Deduplicated append-only sync from the Python pipeline into Google Sheets as the system of record.
TanStack Table-powered dashboard with advanced filtering by role, source, and other criteria.
Overview analytics view surfacing trends across all aggregated sources at a glance.
Per-source data tables and record-level detail views for drilling into individual listings.
Read-only analytics portal turning scattered manual searches into one shareable discovery tool.
Production Next.js and React frontend deployed on Vercel, backed by the Google Sheets API.
Replaced manual spreadsheet digging across many separate sites with a single structured dashboard.
Gave recruiters faster access to fresh, deduplicated opportunities as soon as the pipeline ran.
Reduced time spent searching by surfacing filterable, source-tagged records in one place.
Provided visibility into company-size and funding context that raw scraped listings didn't include.
Our experience with Techtiz is great. They help us to increase our revenue with their expertise and support services. Always recommend them to others.
Our experience with Techtiz is great. They help us to increase our revenue with their expertise and support services.
Our experience with Techtiz is great. They help us to increase our revenue with their expertise and support services.
Matt Quattrani
Founder & CEO
Dashboard.Earth is a mobile app that empowers individuals to actively engage in climate resilience by translating complex environmental goals into local, actionable steps.
Our experience with Techtiz is great. They help us to increase our revenue with their expertise and support services.
Our experience with Techtiz is great. They help us to increase our revenue with their expertise and support services.
Joris Gunawardena
Co-founder Dashboard Earth
