The proposed system seems to be a promising solution for monitoring the health parameter of elderly people and Athletes at home. The use of wireless sensors microcontroller and Bluetooth modules makes it easyto collect and store data on various physiological parameters such as Pulse Rate, Oxygen level and Temperature. One of the most significant advantages of this system is that it provides Real-time data monitoring which allow doctors to monitor their patients’ health conditions remotely. Additionally, the data can be assessed from anywhere in the world using the Internet which makes it easy to provide medical assistance and feedbackto the patients. In conclusion, The proposed IOT-Based intelligent HMS system has the potential to provide an efficient and cost-effective solution for monitoring the health conditions of elderly people and patients with chronic diseases at home. It can also reduce the burden on healthcare institutions and improve the quality of life for patients by providing continuous monitoring of their parameters