Gufran

I build data extraction Actors for the Apify Store.

Most of them started as something I needed myself — a rate-limited API, a missing page of results, a dataset that had to be assembled one prefix at a time. I built them, ran them until they held up, then published them so nobody else has to.

What I work with

• Public APIs, registries and licence/record databases
• Python, httpx, Crawlee, Playwright and AI Automation
• Pagination traps, rate-limit backoff, resumable long runs
• Turning messy exports into clean, typed records

How I build

• No silent data loss. If a source truncates, the Actor reports exactly what it missed.
• Idempotent and resumable — re-running never bills you twice for the same record.
• Capped and metered honestly, so a run costs what you expect.

Open to scraping work → guruwala2609@gmail.com