# From ideation to prototyping
# AI-native product making
Beyond vibe coding — I close the gap between business intent and working product. I orchestrate AI with systematic architecture, validate prototypes at full-stack speed, and build measurable human-AI experiences that earn trust and create real business value.
Deep understanding of model logic and structured prompting — steering AI output with precision and consistency.
Full-stack capability that breaks the design-engineering barrier — shipping 0-to-1 products at maximum velocity.
Scientific evaluation and strategic thinking — building AI experiences that balance automation with user agency.
# Experiments & Explorations
# From ideation to prototyping
I craft high-value experiences by balancing user needs with development feasibility. Specializing in IA and interaction, I assisted the team in building an MVP from 0 to 1 within 6 months (based on 20+ interviews), securing the product's first paying customer.
I leverage code and tools (Web/Unity/3D) to rapidly validate concepts. Beyond visuals, I improved design operations by developing a custom Figma Plugin, boosting team efficiency by over 33%.
I focus on the long-term strategic value of research. I was selected for a 3-week field study in the U.S., delivering critical insights on user scenarios, usability, and business opportunities.
