Client: Hospital Network with 80+ Facilities
Tools: Azure Data Lake, Databricks, MLFlow, Delta Lake, Power BI
Challenge:
Fragmented data across EMR systems prevented effective patient cohort analysis and research.
Solution:
- Created a secure data lake architecture on Azure
- Ingested EMR, lab, radiology, and wearable data using Azure Data Factory
- Used Databricks notebooks for patient risk scoring and cohorting
- Built self-service dashboards in Power BI for clinical teams
Outcome:
Enabled 360° patient views and reduced emergency visits by 12% through early intervention analytics.