Denis

Gregor

I build Python scrapers and automation that keep working on sites that block bots. Most scrapers fail invisibly: a block page returns 200 OK and gets parsed as data, so you get "0 results" instead of an error. I classify every response before extraction, so failures are loud rather than silent. Public work: github.com/dngr2/stealth-scrape - config-driven scraping framework with block detection github.com/dngr2/amazon-product-extraction - real extraction output and a write-up of the layout traps behind it github.com/dngr2/fastapi-trading-dashboard - FastAPI + WebSocket live dashboard Typical turnaround: 2-3 days for a single-site scraper, 5-7 days for a scheduled pipeline.