Built an end-to-end healthcare analytics pipeline using AWS S3, EMR (PySpark), SageMaker, Lambda, SNS, and Athena to predict heart attack risk from simulated patient vitals. Developed ETL workflows, deployed an XGBoost model, enabled real-time alerts, and performed SQL-based analytics on processed healthcare data.