I design AI products with a deep respect for human behavior.
I've spent years inside complex systems across industries, watching where things break down. Not technically. Humanly.
I'm interested in the moments where someone hesitates. Where they don't trust the output. Where they quietly stop using the feature.
That's the layer I design.



