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kimball-modeling

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A hand-built, end-to-end ETL pipeline that extracts the classic Northwind dataset from a local PostgreSQL source, stages it in Snowflake, and transforms it into a Kimball-style star schema (with one deliberate snowflake branch) — orchestrated with Prefect and validated automatically before it's trusted.

  • Updated Jul 24, 2026
  • Python

A Databricks data engineering project simulating a full medallion architecture (Bronze → Silver → Gold) for e-commerce sales data, featuring incremental loading, a Kimball-style star schema, and SCD Type 1 & Type 2 implementations using PySpark and Delta Lake MERGE INTO.

  • Updated Jul 13, 2026
  • Python

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