Python ETL Data Pipeline with BigQuery & Snowflake
A production-oriented ETL pipeline that consolidates multiple APIs and databases into clean, incrementally updated cloud warehouse data.
- Services
- Data Analytics
- Stack
- Python, Pandas, SQL, BigQuery +1 more
01
Our solution
A scheduled Python pipeline extracts data from APIs and databases, applies cleaning and validation rules, and performs incremental loads into BigQuery and Snowflake with logging and exception handling.
02
The outcome
Replaces manual consolidation with a repeatable pipeline and provides trusted, current data for analytics and reporting.
03
Best for
Cloud data warehousing, multi-source consolidation, BigQuery, Snowflake, and analytics engineering projects.
Technology
The stack behind it
- Backend
- Python
- Data & BI
- Pandas
- BigQuery
- Snowflake
- Databases
- SQL