Lack of mobility, infrastructure and unavailability of expert medical practitioners restrict the access to quality healthcare services in remote locations across the globe. We worked on a telehealth services platform that brings patients/medical staff and doctors together with the help of connected devices. In addition to this, we captured and analyzed device and health-related data by implementing ML algorithms to improve the effectiveness of healthcare services.