At Prerender.io, I run the design system as a product, owning its scope, backlog, and success metrics. I ship it from Figma to production with Claude Code and Figma MCP, and developers now build from the prototype repository instead of relying on classic handoffs.
I also built AI-powered interactive prototypes that cut usability-testing preparation from days to hours. At Logivity AB / Volvo Group, I led UX research and design across five connected services, and designed AI features across the prediction, analysis, and reaction loop.
At XTB Online Trading, I led UX for investment and trading products across web, Android, and iOS. For ETF Investment Plans, I led a five-person squad and turned a no-advice constraint into objective ETF ranking signals.
I took FixMix from an Executive MBA project to market, using customer research, a field pilot, and A/B tests to guide three data-led pivots. I bring product decisions and hands-on UX together, and evaluate AI output critically while keeping judgment calls human.

