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events-driven

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bravorod / mimic-ehr-pipeline

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EHR pipeline that simulates MIMIC-IV patient data streams, performs advanced feature engineering and clinical severity scoring using machine learning (Random Forest Classifier), and prepares structured outputs for scalable downstream analytics

sql kafka snowflake data-engineering data-analytics data-modeling observability real-time-data data-pipeline workflow-automation metadata-management data-streaming etl-pipeline prefect data-orchestration healthcare-data log-processing events-driven cloud-datawarehouse
  • Updated Jul 11, 2025
  • Python

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