Soniya Vinaykumar Kambli

Welcome to my channel! I'm Soniya Kambli, a Data Engineer specializing in building scalable data systems, cloud architectures, and Generative AI workflows.  

On this channel, we dive deep into Data Engineering, covering everything from foundational concepts to advanced production pipelines. Drawing from my industry experience building cloud-based data platforms, I share practical tutorials, end-to-end project walkthroughs, and career insights to help you navigate the modern data landscape.   

Here is what you can expect:Cloud Data Platforms: Hands-on tutorials covering AWS, Snowflake, Databricks, and Microsoft Fabric.   ETL/ELT & Pipelines: Best practices for building robust batch and incremental workflows using Python, PySpark, Apache Spark, and advanced SQL.   Data Architecture & Modeling: Deep dives into Medallion Architecture, Star Schema design, and curating analytical datasets for Power BI reporting.