I turn ambiguous creative problems into structured, testable AI workflows.
The Magic Gifts production experience, with two closer looks at story conditions and the judgment behind image selection.
FlagshipWorkflow illustration · not a production screenshot
For Magic Gifts, I organized designer examples into reusable knowledge and story constraints, helping the team generate stronger image candidates. Production improvements informed a later workflow tool.
Deep Dive 01Independent input interface experiment · example data
How personality, setting, action and interaction become connected story conditions, with room for AI to explore the details.
Deep Dive 02Independent review interface experiment · simulated scores
How we judged whether an image was usable and whether a batch offered enough interesting directions to keep choosing.
Independent experiments in input assembly, scoring interfaces and filtering, using simulated logic and example data.
Independent interface experiments with simulated logic and example data. They do not reproduce the Magic Gifts production workflow or the later tools.
An ongoing collection across product, interaction, spatial design, publications, and playful experiments.
Read about my approach to AI workflows and design, or download a concise overview.
