Databricks framework to validate Data Quality of pySpark DataFrames and Tables
End-to-end Data Lakehouse project built on Databricks, following the Medallion Architecture (Bronze, Silver, Gold). Covers real-world data engineering and analytics workflows using Spark, PySpark, SQL, Delta Lake, and Unity Catalog. Designed for learning, portfolio building, and job interviews.
Automated migrations to Unity Catalog
A cloud-native data pipeline and visualization project analyzing Formula 1 racing data using Azure, Databricks, Delta Lake, Tableau, and Python for insightful EDA and interactive dashboards.
Open, Multi-modal Catalog for Data & AI, written in Rust
Production-ready PySpark ETL template for Databricks — medallion architecture, DABs, tests, DQX, CI/CD, and agentic development with Claude Code.
Notebooks, terraform, tools to enable setting up Unity Catalog
Production-grade Databricks infrastructure templates for Azure. Deploy in 20 minutes with VNet injection, Unity Catalog, managed identity. Perfect for learning and prototyping. Free and open source.
Visual intelligence tool for Databricks workspaces. Builds a live ontology of Unity Catalog assets, compute, jobs, dashboards, and apps as entities with semantic relationships, enriched with cost attribution, lineage, and governance insights.
Unity Catalog Explorer is a TypeScript + Next.js based Web UI for the Unity Catalog OSS.
How to Configure Azure Databricks Unity Catalog using Terraform
SchemaX - Automatic Schema Management
Databricks cost observability app — cloud-agnostic, MOCK_MODE for free-tier workspaces
Open-source community study guide for all six Databricks certifications (Data Engineer Associate / Professional, Data Analyst Associate, ML Associate / Professional, GenAI Engineer Associate). Aligned to the 2025-2026 official exam guides. Obsidian-flavoured Markdown; PRs welcome.
Enterprise Databricks app factory using @databricks Genie Code Agent Mode — 90+ apps at Alpura. Presented at DATA+AI Summit 2026.
Per-user Genie DBU usage dashboard for Databricks — safe to share account-wide without exposing billing system tables. Deploy anywhere in two commands.
End-to-end Azure Databricks retail data engineering project using Medallion Architecture (Bronze, Silver, Gold). Implements Auto Loader, Unity Catalog, Delta Lake, SCD Type 1 & 2 dimensions, and Fact Orders for analytics-ready star schema modeling.
Production-ready support ticket classification using Unity Catalog AI Functions, Vector Search, and RAG. Features 6-phase workflow, knowledge base integration, and Streamlit dashboard.
A custom Declarative Automation Bundles template for production-ready, multi-environment Databricks data pipeline projects
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