I extract data from websites that don't want to be scraped.
Whether it's a JavaScript-heavy SPA, a login-protected portal, or an API hidden behind network calls — I analyze the data flow and deliver clean, structured output (CSV/JSON/Excel) ready for your analysis.
WHAT I DO:
→ Web Scraping — Static & dynamic sites using Python (Requests, BeautifulSoup, lxml, Playwright)
→ Hidden API Discovery — Intercept undocumented endpoints, replicate auth flows, extract data at the source
→ Video/Media Extraction — m3u8 streams, JWPlayer, protected video content
→ ETL Pipelines — Extract → Clean → Transform → Deliver structured datasets
→ Data Automation — Scheduled scrapers, monitoring scripts, recurring data pulls
HOW I WORK:
1. You describe what data you need
2. I analyze the target (feasibility, best approach, blockers)
3. I deliver a working demo (10-20 sample records) before you commit
4. Once confirmed — full extraction with documentation
I prototype fast (typically under 60 minutes for a demo) using modern tooling. Every delivery includes the script, sample output, and a README so you can run it yourself.
TYPICAL PROJECTS:
- E-commerce price monitoring & product data extraction
- Business directory scraping (emails, contacts, addresses)
- Real estate listing aggregation
- Financial/market data collection
- Social media data extraction
- Custom scraping from login-required sites
TOOLS: Python, Requests, BeautifulSoup4, lxml, Playwright, Selenium, Pandas, JSON/CSV/Excel export
If your data lives on a website, I can get it into a spreadsheet. Share the URL and I'll tell you if it's doable — for free.