To overcome the above challenges, in this study, we have collected discrete fingertip BGL values, diabetes medication or insulin dosage, physical activity, food value of meal intake, demographic in-formation, and clinical profile of five T2DM patients in free living condition for six months. The gene discussed is INS; the disease is type 2 diabetes mellitus.