I design AI-powered products by combining product thinking, rapid prototyping, and system design. My focus is turning emerging technologies into practical tools and meaningful user experiences.
My approach is based on three principles:
1. Start with the system, not the interface
AI products are not just screens. They are systems that connect data, automation, and user interaction. I begin by mapping how information flows through the product before designing the interface.
2. Prototype early and often
AI capabilities are evolving quickly. Rapid prototyping helps explore new interaction models and validate ideas early. I use tools such as Figma, Bubble, and AI APIs to turn concepts into working prototypes.
3. Design for scalability
Many AI products fail because they are designed as one-off solutions. I focus on creating frameworks and workflows that scale, whether that means design systems, automated content pipelines, or adaptive learning experiences.
