Foodiee is an AI-powered platform that transforms static recipes into an intelligent, step-by-step cooking experience with real-time state tracking and professional-grade synthetic photography. The architecture focuses on data integrity and large-scale automation, utilizing a self-healing operational suite that auto-detects missing data or assets across hundreds of recipes and leverages AI-powered recovery workflows to ensure 100% content completeness. My Role: Architected the end-to-end automation engine for large-scale AI recipe and asset generation, integrating Supabase and AWS S3 for robust persistence. Developed the complete Administrative Monitoring Suite, featuring a real-time dashboard to track database health and an automated system that detects and regenerates missing images or metadata. Defined core API contracts and implemented modular backend service workflows for temporal state management and resilient background job orchestration.