Can we use AI and a smartphone to accurately monitor heart rate in real time? We believe machine learning can detect physiological signals from facial features by analyzing subtle color changes linked to blood flow. To test this, we will develop and validate a system against clinical-grade heart rate monitors, assessing accuracy across different conditions. If successful, this non-invasive technology could provide an accessible tool for cardiovascular health tracking.