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