The health sector is undergoing a transformation with the advancement of technology. This research presents a comprehensive emotion aware mental health monitoring system which uses random forest algorithm for emotion classification. By leveraging the Random Forest algorithm, the system can monitor and tell if one is going through depression, anxiety or any other mental instability ...