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Databricks Lakehouse
Portfolio
End-to-end Lakeflow Declarative Pipeline on Azure Databricks with Unity Catalog, medallion architecture, RBAC governance, AI/BI dashboards, Genie Spaces, and Delta Lake management. Built on JDE aerospace distribution data.
Built by JP Castro · May 2026
22
Pipeline Tables
6
Source Tables
53
DLT Expectations
9 / 9 PASS
DQ Checks
4
RBAC Groups
4
Dashboard Tabs
Technology Stack
Unity CatalogLakeflow DLTDelta LakeServerless SQLPhoton EngineDatabricks WorkflowsDLT ExpectationsAI/BI DashboardsGenie SpacesGenie CodeSCD Type 2Spark SQLPredictive Optimization
Architecture
Bronze
6 streaming tables from Unity Catalog Volumes. Raw JDE columns preserved.
Silver
6 materialized views, 53 DLT Expectations, sensitivity tags.
Gold
10 views: sales, AR aging, SCD2 customers, DQ monitors.
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36 pages with 56 screenshots and detailed captions
Sections (56 screenshots)
JP Castro
Senior Data Architect · 25+ years · jpcenterprises.com · github.com/johnpaul-castro
Built on Databricks 14-day trial workspace · May 2026