I design AI-native systems where autonomy replaces manual workflows without removing human control. Not apps. Not just screens. Systems of action that work in the real world. Most products fail not because they look bad — they fail because they don’t solve the real problem. Design shouldn’t just make things easier — it should remove unnecessary work, reduce cognitive load, and empower people to focus on judgement, not busywork. I started as an urbanist and moved into UX because I realized the same principles apply: how people actually work — not how we think they do — should drive systems that scale. Today I work at the intersection of: Enterprise workflows AI-assisted decision systems Operational UX Design systems Human-in-the-loop automation I help teams: Reduce manual friction and operational overhead Translate complex processes into intuitive, outcome-focused experiences Design platforms that execute work instead of just storing it Balance autonomy and human oversight in AI workflows I’ve designed systems that: Reduced error rates and manual steps in internal platforms Cut transaction times in financial operations by ~50% Centralized fragmented tools into cohesive workflows Scaled multi-role experiences across enterprise users I believe the future of product design isn’t just AI-aware — it’s AI-native. Not AI as a checkbox. Not automation for its own sake. AI that helps systems think, act, and adapt with people in control. If your product needs: Real operational impact Systems that work under pressure Scalable, measurable results UX that reduces work, not just makes it look good …then you’re in the right place.…I design AI-native systems where autonomy replaces manual workflows without removing human control. Not apps. Not just screens. Systems of action that work in the real world. Most products fail not because they look bad — they fail because they don’t solve the real problem. Design shouldn’t just make things easier — it should remove unnecessary work, reduce cognitive load, and empower people to focus on judgement, not busywork. I started as an urbanist and moved into UX because I realized the same principles apply: how people actually work — not how we think they do — should drive systems that scale. Today I work at the intersection of: Enterprise workflows AI-assisted decision systems Operational UX Design systems Human-in-the-loop automation I help teams: Reduce manual friction and operational overhead Translate complex processes into intuitive, outcome-focused experiences Design platforms that execute work instead of just storing it Balance autonomy and human oversight in AI workflows I’ve designed systems that: Reduced error rates and manual steps in internal platforms Cut transaction times in financial operations by ~50% Centralized fragmented tools into cohesive workflows Scaled multi-role experiences across enterprise users I believe the future of product design isn’t just AI-aware — it’s AI-native. Not AI as a checkbox. Not automation for its own sake. AI that helps systems think, act, and adapt with people in control. If your product needs: Real operational impact Systems that work under pressure Scalable, measurable results UX that reduces work, not just makes it look good …then you’re in the right place.WWWW…