• Google Maps Business Scraper — An enterprise-grade Selenium + Chrome CDP automation tool that extracts thousands of B2B leads from Google Maps, enriches each one with website contact details, and outputs a clean, deduplicated Excel database ready for outreach campaigns.
• Email & Phone Enrichment Tool — A hybrid HTTP + Playwright pipeline that takes a CSV of website URLs and intelligently scores and extracts verified contact emails and phone numbers, with Cloudflare bypass logic built in.

Languages & Core

Scraping & Automation

Data & Output

Tools & Environment

• Web scraping pipelines with anti-bot bypass challenges (Cloudflare, CAPTCHAs, dynamic JS rendering)
• Lead generation automation for B2B outreach
• Data extraction from directories, portals, and maps (Google Maps, Trustpilot, industry registries)
• Python tools that replace manual research workflows

• SQL & PostgreSQL — moving from CSV/Excel outputs to proper relational storage
• Docker — containerising scraper environments for deployment
• FastAPI — wrapping scraping tools into deployable REST APIs
• pandas advanced patterns for large-scale data normalisation and deduplication

• Beating Cloudflare with Playwright fallback + stealth browser fingerprinting
• Structuring a scraper with checkpoint.json resume logic so it never loses progress mid-run
• Building parallel scrapers with concurrent.futures that respect rate limits without banning
• Decoding Cloudflare-obfuscated email addresses at scale
• Scraping Google Maps beyond its artificial result caps

I'm a Physics graduate who never touched code formally — I built every tool here by solving real business problems. My scrapers run live in a B2B lead generation pipeline that has processed 7,300+ company records across the UK property sector.

Open to remote freelance projects and full-time Python/scraping roles. Drop me an email — I respond fast.