NHS Automated Report Generation Pipeline
End-to-end wearable data processing and clinical reporting system
Designed and deployed automated pipeline processing Empatica E4 wearable data (accelerometer, BVP, EDA, HR, temperature) from AWS S3. Applied signal cleaning and feature extraction using Python (pandas, scipy), orchestrated task workflows via Luigi, and generated patient-level PDF reports using R and RHRV for HRV analysis. Implemented PHI redaction layer using Presidio and NuExtract with AWS Secrets Manager for security.