01 Wearable and implantable sensing systems
Miniaturized medical-device platforms using flexible electronics, adhesives,
encapsulation, thermal sensing, BLE/NFC, wireless power, and sensor integration.
02 Validation, reliability, and regulated development
Requirements, test procedures, FMEA, V&V workflows, inspection records,
travelers, reliability debugging, and FDA-ready technical documentation.
03 Physiological data and ML/AI workflows
Signal processing, feature engineering, model evaluation, bias and overfitting
checks, visualization, automation, and tools that turn sensor data into decisions.