Abstract: The introduction of cutting-edge, intelligent medical equipment into the virtual doctor system is orchestrating a remarkable transformation within community healthcare. Research in the healthcare sector has unveiled promising developments in extending human lifespan. However, obtaining healthcare services in remote areas remains a formidable challenge as patients often have to endure long journeys for treatment. The incorporation of IoT technology offers a viable solution by allowing real-time monitoring of vital signs through sensors like heart rate, Spo2, temperature, B.P and ECG sensors, measuring pulse rate, blood oxygen levels, body temperature, and blood pressure, respectively and applying different machine learning algorithms to predict the condition of the patient and suggest some precautions & medications. The reliability of the collected data is assured, and ThingSpeak software transmits this data to the cloud, enabling the delivery of professional healthcare services to those in need. Notably, statistics reveal that in India, the doctor-to-patient ratio stands at 1:854, underscoring the crucial role of this technology in addressing healthcare requirements in rural communities.