Insights

Full-stack guides

Every practical guide I have written on Full-stack - from real client work, with examples, numbers, and timelines.

Building a Reliable Data Pipeline (ETL) for Scraped Data

How I build a data pipeline for scraped data: extract, validate, clean, deduplicate, enrich, store. An ETL pipeline that survives dirty, changing data.

8 min read

Browse other topics

Automation Web development Product Scraping Full-stack