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Testing and data quality for streaming platforms
Functional and technical testing, and data quality validation for streaming platforms.
Context
Production streaming platforms that depend on correct data to work.
Problem
A data error or a broken feature can reach users if it isn't caught in time.
My role
Functional and technical testing, and data quality validation.
Solution
Tests on features and services, and data quality checks with Python and SQL before changes reach production.
Technical decisions
- Automated data checks with Python and SQL instead of manual reviews.
- Functional and technical testing before every production change.
Outcome
More stable platforms and fewer data errors in production.