Python engineer focused on web scraping, data extraction, and LLM-assisted automation β MSc in Computer Science, AUB.
I care about the unglamorous parts of data work: dynamic / JS-rendered sources, anti-bot handling, validation and cross-source consistency, and pipelines that fail loudly instead of quietly shipping bad data. Recent builds, all live:
- scrapehub β async scraping framework (BeautifulSoup + Playwright)
- llm-extract β LLM extraction with a pydantic + cross-source consistency gate
- apify-aws-actor β self-monitoring Apify actor, AWS-deployable
Previously: contributor to Apache Kafka and the Slimefun Minecraft plugin.
π« fakhriraphael@gmail.com Β· Book a call



