Fitterfly food database is the largest (over 9000 items) and deepest (all macro & micronutrients) dataset. Reset23 weight management program, using this database for real-time, app-based food tracking, diet, and exercise guidance using personalized reinforcements is capable of making sustainable, long-lasting behavioural changes to manage weight.