This authentic-time model analyzes the signal from a single-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is created to have the ability to detect other types of anomalies including atrial flutter, and may be constantly prolonged and enhanced.By prioritizing activities, leveraging AI, and focusing