Building My First End-to-End ETL Pipeline with Airflow, BigQuery, and Docker
Recently, I completed my first full Data Engineering project: building an end-to-end ETL pipeline using real-world Australian weather data spanning 10…
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Why Metadata-Driven ETL Frameworks Scale Better Than Hardcoded Pipelines — and Where They Don't
Over the years, I've seen many data platforms start with good intentions. A few scripts are created to move data from one system to another, and every…
A torrent search engine,for actually active torrents!
The core paradox of modern BitTorrent: how do you search without a central index? Searching needs metadata, an address that you can query. BitTorrent …
Extract data from Databases into DuckLake
Introduction In the evolving landscape of data engineering, DuckLake is emerging as a powerful solution for building data lakes with ACID transactions…
ETL Pipeline: Fetching Real-Time News Data with Python and Postgres
The best way to actually understand data engineering is to build something that breaks, fix it, and watch it successfully run. In this article, we bui…
Apache SeaTunnel Isn’t a Simple ETL Tool , Understanding Its DataFlow-Driven DAG Engine
In the field of data integration and synchronization, Apache SeaTunnel is undoubtedly one of the hottest tools today. This series will dive deep into …