Diabetes and Cholesterol has become a common disease all over the world. Continuous monitoring of the glucose and cholesterol levels is needed in case of physically disabled and unconscious people where it is hectic to take measurements invasively or through blood samples. The proposed model brings out an idea of measuring glucose and cholesterol levels without the need of blood samples or involving contact. This is done with the help of simple IR sensors and Arduino UNO. The patient’s fingers are placed on the IR sensor and power LED sockets with one involving in the measurement of cholesterol and other in measurement of glucose. For the diabetic patients and pregnant ladies have to monitor the glucose and cholesterol level frequency. The minimum level of cholesterol in blood is causes to the cardiovascular disease, that leads to stoke and heart attack. Based on the reflection of power LED light through the blood cells, the values are fed to the Arduino UNO. With the help of program dumped in the Arduino UNO, glucose and cholesterol values are calculated. In addition to that Hemoglobin and also LDL and HDL values are also calculated which is a further advantage. The proposed model costs less and saves more time. Further advancements can be done by employing this project by using IoT which can feed the measured data online. Non invasive measurement methodology of measuring glucose and cholesterol is not implemented anywhere which describes the uniqueness and innovation involved in this method. The model is not affected by external interrupts such as external sources of light etc and works efficiently under every conditions.