I am a Data Engineering Lead with 11+ years of experience in Big Data, Azure Cloud, Microsoft Fabric, Databricks, PySpark, ETL pipelines, and end-to-end analytics architecture. I help working professionals transition into Data Engineering and guide freshers who want a clear, structured roadmap to enter this field. I’ve designed and delivered large-scale data lakehouse solutions across Finance, Banking, Retail, and Real Estate domains using: Azure Data Factory, Azure Synapse, Databricks, Python, SQL, PySpark, Delta Lake, Power BI, and Microsoft Fabric. Over the years, I have mentored hundreds of people on: ✔ How to move from support → data engineering ✔ How to shift from testing → cloud / Azure ✔ How to build real-world projects ✔ How to prepare for interviews (SQL, PySpark, Azure, DE fundamentals) ✔ How to create a strong resume & LinkedIn profile ✔ How to build a learning roadmap as a working professional I focus on practical, real-world guidance—the same knowledge I use daily in my projects where I build pipelines, optimize jobs, create lakehouse architectures, and lead Data Engineering teams. If you are confused about your career, stuck in your current role, want a transition plan, need project guidance, or want clarity on Azure/Fabric/Databricks skills — I will guide you step-by-step. Let’s talk and move your career to the next level.