Amee Joshi Data Engineering Portfolio
A reference collection showing Azure data engineering patterns from Amee Joshi's portfolio. You get examples of Medallion architecture (bronze, silver, gold layers) with Delta Lake, metadata-driven ingestion frameworks for Azure Data Factory, and dimensional modeling with SCD Type 1 and Type 2 implementations. The code samples cover real patterns like incremental loading, schema enforcement, and merge operations in both Databricks and SQL Server. Worth checking if you're setting up a lakehouse on Azure and want to see how the pieces fit together, from raw ingestion through to analytics-ready datasets. The dimensional modeling examples are solid for understanding how to handle slowly changing dimensions in practice.
- skills.sh installs
- 1.5K
- GitHub stars
- 2
- last updated
- Jul 14, 2026
Install
$ npx -y skills add aradotso/data-skills --skill amee-joshi-data-engineering-portfolio --agent claude-codeInstalls into .claude/skills of the current project.
Files
Amee Joshi Data Engineering Portfolio
Skill by ara.so — Data Skills collection.
This portfolio showcases production-grade data engineering patterns and architectures for building scalable, cloud-native data platforms. It demonstrates end-to-end solutions covering data ingestion, transformation, modeling, and analytics using Azure services, Databricks, SQL Server, and BI tools.
What This Portfolio Demonstrates
This is a reference collection showing:
- Medallion Architecture (Bronze-Silver-Gold) implementations
- Azure cloud data platforms (ADF, ADLS Gen2, Databricks, Synapse Analytics)
- Data lakehouse patterns with Delta Lake
- Dimensional modeling (Star Schema, SCD Type 1 & 2)
- Metadata-driven ingestion frameworks
- Analytics-ready datasets for BI consumption
- ETL/ELT pipeline design with incremental loading
- Power BI and Tableau reporting solutions
Key Portfolio Projects
1. Azure Databricks Retail Lakehouse
Repository: azure-databricks-end-to-end-retail-lakehouse
Pattern: Enterprise Medallion Architecture with Delta Lake
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- Repository
- github.com/aradotso/data-skills
- Category
- Finance & Trading
- First seen
- Jul 14, 2026
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