A deep dive into the engineering and life-saving potential of open-source Photoplethysmography (PPG) technology. This presentation explores how custom edge devices and applied machine learning can decode cardiovascular signals to prevent driver impairment, track pilot perfusion, and ultimately democratize health data for patients.