I design structured AIGC workflows that turn messy creative requests into reusable systems — from brief intake and prompt components to generation, tagging, review, and asset reuse.
How the system works
These are not unrelated projects. Each is a module of the same AI creative production system — a flagship pipeline plus the prototype and evaluation systems that feed it.
Flagship systemA structured AIGC production pipeline for themed gift concept generation — connecting creative brief, prompt templates, batch generation, tagging, review, and reusable asset storage.
System module 01An interactive prototype that transforms creative briefs into structured prompt components, generation constraints, tags, and review criteria.
System module 02A tagging and scoring framework that turns raw generated outputs into searchable, evaluable, and reusable production assets.
Interactive workflow nodes, a Prompt Builder, a Quality Scoring panel, and an Asset Filter. These demos run on local prototype logic — no live AI API required.
These demos run on local prototype logic — no live AI API required. The point is the system: structured generation, evaluation, and reuse.
Earlier design foundations that shaped my systems thinking — interaction, spatial narrative, product UI, and visual systems.
Review the case studies, try the interactive workflow, or download the anonymized resume.
