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databricks-autoloder

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AdarshDamarla-DataEngineer-Git / Spotify-Azure-Project

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Built a metadata-driven Azure lakehouse that incrementally ingests Spotify-style SQL data with ADF, processes new Parquet files with Databricks Auto Loader, and publishes SCD-managed Delta facts and dimensions.

spotify azure pyspark data-engineering change-data-capture azure-sql-database azure-data-lake azure-data-factory star-schema metadata-driven azure-databricks delta-lake scd-type-2 data-lakehouse unity-catalog medallion-architecture databricks-asset-bundles databricks-autoloder lakeflow incremental-loading
  • Updated Aug 14, 2026
  • Python

AdarshDamarla-DataEngineer-Git / Ecommerce-Databricks-Pipeline

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Built a Databricks lakehouse pipeline that incrementally processes six e-commerce data domains through Bronze, Silver, and Gold layers, including data-quality enforcement, CDC, SCD Type 2 history, and an analytics-ready dimensional model.

python ecommerce apache-spark faker stream-processing pyspark data-engineering databricks change-data-capture data-quality synthetic-data star-schema delta-lake scd-type-2 dimensional-modeling data-lakehouse unity-catalog medallion-architecture databricks-autoloder lakeflow
  • Updated Aug 14, 2026
  • Python

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