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From Raw Data to Business Insights

This project demonstrates a complete analytics engineering workflow using Snowflake, dbt Cloud, SQL, and Power BI. The pipeline transforms raw business data into clean, structured, and actionable insights.

01
❄️

Snowflake Ingestion

Raw Superstore data is loaded into Snowflake and organized into scalable cloud warehouse structures.

Raw Data Layer
02
⚙️

dbt SQL Transformation

SQL models clean, test, and transform data into staging, intermediate, and mart analytics layers.

Transformation Layer
03
📊

Power BI Visualization

Final analytics models are transformed into dashboards and interactive business insights.

Analytics Layer