AI Product Experience
Designing AI interactions that help users start faster while keeping the final decision visible and editable.
The first two projects show my current focus on AI-assisted workflow creation and mobile systems. The next three trace the foundation behind that work: whiteboard collaboration, vendor portfolio publishing, and content-led wedding planning experience refinement. The final page collects earlier app, mini program, and campaign projects in a lighter format.
Helped users create editable workflow templates with AI guidance instead of treating AI output as a black box.
Designed mobile workflow experiences across admin and assignee sides, including Spotlight View and Gallery View.
Reshaped team, project, and template entry points for a collaborative whiteboard, with research, onboarding, and early design system thinking.
Enhanced a wedding SaaS vendor portfolio workflow by simplifying category edits, restructuring case publishing, and reducing drop-off with research-backed changes.
Refined case browsing around trust, inspiration, and vendor discovery for one of Hunliji's highest-attention wedding planning channels.
A compact set of earlier mobile, mini program, and campaign projects that show visual range and product craft before the current workflow focus.
I usually start by mapping what the user is trying to complete, what the system already knows, and where the experience needs feedback, control, or confirmation.
Designing AI interactions that help users start faster while keeping the final decision visible and editable.
Structuring steps, roles, states, and logic into experiences users can learn without needing constant support.
Designing focused mobile flows for users who need to review information and take action in smaller spaces.