Interaction design
Turning AI capabilities into clear, usable interactions.
AI-enabled tools, human-in-the-loop workflows and interactive prototypes.
Built around real creative and operational questions.

A multimodal prototype that turns visual choices and natural-language feedback into refined directions and a structured design brief.
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A guided character-reference workflow with human review gates and reusable reference packages for creative production.
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A working English–Turkish translation tool built for everyday family communication, supporting both voice and text.
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A school group-booking operations prototype, from supplier documents and school outreach to seating and reporting, with founder review.
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Internal learning sessions, published reflections and public speaking, connecting creative practice with emerging technology.
View case study →Turning AI capabilities into clear, usable interactions.
Keeping judgment and approval visible in the workflow.
Exploring ideas through hands-on implementation.
Building repeatable processes around production needs.