This real-time model analyzes the signal from an individual-direct ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is built to be able to detect other types of anomalies including atrial flutter, and can be repeatedly prolonged and enhanced.To get a binary outcome that can possibly be ‘Certainly/no’ o