Research focuses on wearable-based vital sign monitoring, physiological signal quality control, and machine learning for risk assessment. Demonstrated remote monitoring in ICUs and low-resource settings, including HRV as a marker of disease severity, plus software tools for ECG/PPG quality assessment.