Data Engineering🔨 Personal Project
Modern Data Pipeline with Cosmos & dbt
Advanced ETL pipeline integrating Airbyte, dbt Cosmos, and Airflow for automated data transformation into BigQuery data marts.
Project Overview
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Objective
Implement modern data pipeline using Cosmos to orchestrate dbt transformations within Airflow DAGs
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My Role
Data Engineer
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Timeline
1 week
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Tech Stack
Apache Airflow, Airbyte, dbt Cosmos
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Key Results
- ✓Integrated Airbyte for HTTP API to BigQuery data ingestion
- ✓Implemented dbt transformations using Cosmos task groups in Airflow
- ✓Built automated data mart pipeline with full orchestration
- ✓Deployed production-ready pipeline with comprehensive monitoring
Impact
Automated data mart generation
Value
Modern ELT with Cosmos task groups
🔗Project Links
Tools & Technologies
Apache AirflowAirbytedbt CosmosBigQueryPythonDocker