Hey! I'm Sadam — a Senior Data Engineer with 7 years of hands-on experience building production-grade data pipelines across retail, banking, and SaaS platforms. I currently work as a Senior Analytics Engineer at Supy in Dubai, where I architect real-time streaming pipelines and medallion architectures on Databricks processing millions of records daily. Before that I built large-scale ETL solutions for ASDA/Walmart and Anti-Money Laundering systems for multinational banks. Alongside my full-time role, I've been freelancing on Upwork for 3+ years — Top Rated, 100% Job Success Score, $30K+ earned — so I understand both the technical and the career-building side of this field. I know how overwhelming it can feel starting out — the tools, the concepts, the "where do I even begin." That's exactly why I'm here. In our sessions I focus on practical, real-world guidance — not textbook theory. What we can work on together: Breaking into data engineering from scratch Databricks, PySpark, SQL, and pipeline fundamentals Building your first portfolio project Freelancing on Upwork as a data engineer Career roadmap and resume reviews If you're serious about building a career in data engineering, let's talk.