I build custom web scrapers and data extraction pipelines that deliver clean, structured output — ready for Excel, JSON, or database ingestion.
My work covers both simple and complex sites, including JavaScript-heavy SPAs built on Angular, React, Vue, and Nuxt — where standard scrapers fail. I use Python with Playwright and Requests, and have built production scrapers for multiple clients across product catalogs, manufacturer databases, and industry directories.
What I deliver:
- Scrapers for JS-rendered websites (Playwright/Selenium)
- Batch extraction from large product/company listings
- PDF data extraction into structured Excel or JSON
- Clean, formatted Excel outputs with proper column structure
- Data validation and deduplication before delivery
Past work includes extracting 300–500+ product records from manufacturer sites, scraping EPD/TDS document URLs from Angular SPAs, and building multi-sheet Excel workbooks from raw scraped data.
I don't just dump raw data — I deliver structured, validated output that's actually usable. If you have a site you need scraped or a dataset you need extracted, let's talk.