VIVUN / AI & SALES ENGINEERING↗Think deeply.
Design clearly.
Build intelligently.
I’m Mali. I turn complex systems into experiences people can understand—and build with Codex, Claude Code, and other AI development environments.
Explore the workComplexity, made clear.
Behind every interface is a decision.
Here’s how I help people make it.
VIVUN / AI & SALES ENGINEERING↗
AIDIUM / ENTERPRISE SOFTWARE↗
AIDIUM / MOBILE CRM↗
MARRIOTT / TRAVEL & DISCOVERY↗Clarity for a more
autonomous world.
Designing for the human side of agentic systems. A patent-pending contribution at the intersection of product design and engineering.
Explore the project ↗Book a walkthrough ↗SYSTEMS THINKING · DESIGN ENGINEERINGFollow the question.
Make it tangible.
Design judgment, engineering curiosity,
and a willingness to try it in code.
Start with what someone needs to know.
Map the workflow, the data behind it, and the moment where the next step becomes unclear.
Move between the canvas and the code.
I work with Figma, Codex, Claude Code, and other AI environments to explore interfaces and turn ideas into working prototypes.
The details are part of the design.
Review the interaction, question the output, and refine the experience. Empty states, missing context, and accessibility deserve the same attention as the happy path.
Same data.
A clearer decision.
Switch views to see how context changes what an activity record tells you.
Three records. Which one needs your attention?

Always curious.
Usually building.
I’m a designer with engineering roots and a long-running interest in how people think. My work spans enterprise software, AI experiences, and consumer products.
I’ve worked as a senior product designer at Aidium and Vivun, and led product design for Marriott Experiences. Today, I bring that experience into a practice that connects data, design, and AI-assisted engineering.
More about my background ↗