about

I work on structuring decisions in complex, high-uncertainty environments. My background combines communication theory, product design, and systems thinking. I started in graphic design, where I developed strong visual execution. Over time, I moved toward service design to work closer to how problems are defined, not only how they are represented.

In recent years, my work has been centered on building frameworks and architectures that allow teams to move from ambiguity to decision. This includes designing authentication strategies across multiple countries, structuring global research systems for diversity, and creating AI-supported workflows that replace informal knowledge dependencies.

A recurring pattern in my work is operating before metrics exist. Instead of optimizing existing systems, I focus on reducing critical uncertainty so that better decisions can be made earlier in the process. This often means working at the level of models, taxonomies, and decision structures rather than interfaces.

Currently, I am interested in product environments where I can connect research, system design, and AI as infrastructure. My focus is on building systems that support consistent decision-making over time, especially in contexts where scale and complexity make intuition alone insufficient.