A remote Photoplethysmography (PPG)-based heart rate estimation system has been designed and integrated into a face mask to enable non-contact, continuous health monitoring. The innovation enhances personal safety and real-time physiological assessment. The technology has been granted a patent, marking a significant step toward commercial wearable healthcare solutions.