The author spent seven years and 18,000 hours to study, analyze and research his chronic disease conditions. Here is the comparison between 2010 and 2017: Weight: 205 / 172 lbs. Waistline: 44 / 34 inches PPG: 350 / 116 mg/dL FPG: 185 / 119 mg/dL Daily glucose: 280 / 117 mg/dL A1C: 10.0 / 6.1 % ACR: 116 / 12 mg/mmol Triglycerides: 1161 / 69 mg/dL He used mathematics, physics, engineering modeling, and computer science (big data analytics and AI) to derive the mathematical metabolism model and three prediction tools for weight, FPG, and PPG with >30 input elements. This study includes 11 categories: weight, glucose, blood pressure, lipids, food, water, exercise, sleep, stress, life pattern regularity, time, with ~500 input and output elements.