S7 Studio

I specialize in engineering robust web scraping architectures and automated data pipelines. I don't just write scripts — I build resilient extraction systems designed for scale, bypassing complex anti-bot measures, and delivering pristine, structured data.

• Complex Data Extraction: Deep parsing of Single-Page Applications (SPAs), dynamic content, and hidden APIs.
• API Reverse Engineering: Intercepting and structuring raw backend data instead of relying on brittle DOM class selectors.
• Anti-Bot Resilience: Navigating Cloudflare, Datadome, and custom rate-limits with advanced headless browser configurations and smart rotation.

• Tools: Python (HTTPX, Asyncio, Scrapy), Node.js (Playwright, Puppeteer).
• Methodology: API-first approach whenever possible. If I have to touch the DOM, it's done via resilient structural parsing (XPath/JSON-LD).
• Output: Clean, strictly typed, and normalized datasets (JSON/CSV) ready for immediate production use.

• Bulletproof Reliability: My Actors are built to handle edge cases, timeouts, and site updates gracefully.
• Transparent Limits: Any scale limitations or required proxy setups are clearly stated upfront.
• Active Maintenance: I stand by my code. I read feedback, welcome feature requests, and push swift bug resolutions.

Need a custom solution or specific data source? Feel free to reach out via issues.