This real-time model analyzes the sign from one-direct ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is made to be able to detect other kinds of anomalies including atrial flutter, and can be consistently extended and improved.This implies fostering a tradition that embraces AI and focuses on outcomes d