SKILL.md
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
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