I will engineer a resilient python data extraction system

Data doesn't sit still. Most scrapers do until the target changes, and everything breaks.

I engineer extraction systems built for how the modern web actually behaves: dynamic rendering, shifting layouts, rate limits, session-gated content. Not disposable scripts that work once and die the next time a site updates its front end.

Two ways to work with me:

• You need the data tell me what you're after, I extract, validate, and hand you clean output: structured, deduplicated, ready to use.
• You need the system I build you a reusable, documented pipeline you own and run: scheduled, monitored, built to survive the site changing under it.

Recent work includes: business lead extraction from Google Maps, price monitoring for e-commerce catalogs, and real estate listing aggregation the kind of high-value, low-noise targets that reward precision over brute force.

Under the hood:

• Lightweight HTTP extraction for straightforward, high-volume targets
• Full browser automation (Playwright) for JavaScript-rendered, interaction-gated sites
• Proxy rotation and pacing calibrated to each target's tolerance
• Output delivered as JSON, CSV, or direct database write your choice