Medication requirements and health issues have been on the rise in the last decade and to cater to this numerous technologies have been introduced to the health sector. Internet of Medical Things (IoMT) has been on the rise and providing medical care to the much needed through services, smart medical devices that not only provides an enhanced platform to the doctor but also to the patients to maintain better healthcare levels. This paper addresses the implementation of a multilayered architecture for a health monitoring kit incorporated with sensors and alert mechanism to activate a pill dispenser. The sensor data is relayed to a personalized android application and care has been taken to make sure that the patient receives the medicine on time and in the required dosage