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In recent times Covid-19, a worldwide pandemic affecting people globally. As on August 31, 2020 more than 25,118,689 cases were confirmed worldwide. In India 3,621,245 confirmed cases with 64,469 deaths were reported. Epidemiological specialistssuggest that the spreading of the virus can be controlled only by imposing quarantine status (i.eself-Isolation, self-quarantine, maintain socialdistancing and home confinement) for the majority of the population. During pandemic situation all the public activities are depressed. The prolonged closure and home confinement during a disease outbreak might have negative impact not only on the people’s physical health but also on their and mental health too.There exists a direct associationamong diet, physical activity, and healthof the citizen. To keep up the wellbeing of the people and for preventing other kinds of diseases there is a need to maintain both their physical and mental health. An adequate, well balanced diet combined with regular physical activity is thebase for good health. Poor nutrition can lead to reduced immunity, increased susceptibility to various diseases, damage the physical and mental health of the people, and reduced their productivity.In this paper, an AI based personalized healthcare application is designed and develop tosuggest suitable nutrients through food to improve their immunity for all categories of people based on their age and health condition and to teach simple exercises and yoga asanato strengthen both physical and mental health of the citizen.The information is gathered from the domain experts to create a knowledge base. Knowledge base also interfaces with the pre-built system for authorized procedure for diagnosis, treatment process, condition-specific guidelines, and promoting the use of best practice with the help of experts. Personalized medication is suggested based on the inferences derived from the engine.Details of every person are stored regularly in terms of different facts.These would help us to derive the decisions and provide suggestions to the people in a consistent way.Machine learning algorithms are used to learn data patterns and derive relevant insights as inferences that would be helpful in treating the people in a healthier way.Personalized Health dashboard capture real-time data and analyze data patterns effectively. It would produce precise and timely report following government standards that help in improving patients’ health. The Application give recommendation related to the kind of food that can be taken for improving immunity based on their health and give simple exercises to improve their health system during any kind of pandemics.