StructuralDynamicsinrandomizedDesign

I’ve developed a prototype called the Component Randomizer, which dynamically generates layouts based on predefined constraints and rules. These rules are rooted in proven design principles, ensuring every output is both functional and visually cohesive.

At its core, the Component Randomizer enables website content and components to autonomously reorder or restructure themselves—when specific conditions are met.

Looking ahead, future iterations of this prototype could generate an infinite array of layouts for entire websites. By leveraging machine learning, the system would continuously test, analyze, and optimize these variations to drive stronger engagement and better conversions.