In the current state, blood pressure monitoring is episodic and intrusive (cuff). The gap: Hypertension is dynamic – A snapshot once in a while misses the full picture. Our solution: An embedded deep learning enabled device with the capability of continuous, passive monitoring using a single optical sensor.