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Privacy-First Development - Using Synthetic Data in Healthcare ETL Testing

Testing healthcare ETL pipelines presents a fundamental dilemma: how do you ensure your data transformations work correctly without exposing sensitive patient information? With GDPR fines reaching €20 million and patient trust at stake, we developed a synthetic data generation approach that enables comprehensive testing while maintaining complete isolation from real patient data.