I design complex B2B systems: CRM workflows, AI copilots, and the design systems that hold them together. My focus is human-AI collaboration — where automation helps and where a person still needs to stay in control.
I work close to product and engineering, ship against real constraints, and measure whether the design actually moved the outcome.
- Product Design
- AI Product Design
- Design Systems
- UX Research
- Interaction Design
- Systems Thinking