Transparency
AI & Privacy Disclosure
I believe in transparency. Here's how AI shaped this portfolio.
Authorship & Content
The work in this portfolio is entirely my own. I used AI as a tool to help organize, structure, and refine how that work is written and presented, not to produce the work itself.
How I Use AI
AI tools are part of my daily design practice: research synthesis, competitive analysis, interactive prototyping, and design validation. They help me cover more ground in discovery and reach testable ideas faster.