Kivy is a hybrid hardware-software system that transforms the kitchen into a smart, touchless space. The wall-mounted device projects an interactive display onto any surface and uses a camera with hand gesture recognition for controlling timers, converting units, or following recipes via a voice AI assistant. Its AI component uses a custom autoencoder trained on 2.5M+ recipes to create vector embeddings that enable ingredient substitution, similar recipe search, classification, nutrition estimation, and personalized recommendations - blending physical utility with intelligent, user-focused assistance.