Engineered an IoT-integrated solution utilizing the Acconeer XR112 mm-wave radar. This advanced system identifies driver fatigue and detects unintentionally confined children in vehicle cabins by analyzing head movements and classifying human presence. The primary objectives are to significantly reduce road accidents caused by driver drowsiness and to prevent heatstroke-related fatalities in children inadvertently left inside vehicles.