Meal_Logistics_Engine

Automates a 4-step weekly household meal strategy for Hong Kong: (1) turns fridge/pantry/leftover photos into a structured visual inventory, (2) maps household members into dietary personas with constraints, (3) generates a 7-day 3-meal modular plan with Days 1–2 leftover-intensive, and (4) gap-fills with verified HK retailer links and observed promos, outputting an aisle-sorted shopping list without fabricating prices/links and without storing PII.