I design products whose behaviour you can trust.
Senior Product Designer working on AI and enterprise software — where what the system does matters more than what it looks like.
AI is only useful
when you can trust it,
and you can trace it.
Trust is traceable or it is not trust. I start where the system is least sure: show what it is doing, name its confidence, and give people a way to check it before they act on it.
6+ years in enterprise software — consultancy, design studios, in-house, and now solo designer on a B2B SaaS AI platform.
- Siemens
- Bosch
- DHL
- Volvo
- B/S/H
- Shark
How I work
I work close to engineering, on products where the behaviour is the hard part.
Learn how the system behaves
A model’s real behaviour shows up in production, across content nobody thought to test.
Vibe code every option
I used to hand-make two or three proposals. With AI I put five or more real options on the table.
Then do the ground design work
Once a direction is chosen I build it properly in Figma: components, states, design system.
Write the rules with engineering
What the system does when the model is unsure is a design decision, not a technical default.
I teach design, too.
I teach UX/UI at ReDi School in Munich — a tech school for newcomers and career changers. This semester I am running the advanced design course.
Design fundamentals and advanced UX/UI, taught through real projects
You can’t teach a decision you can’t explain
People of every background, nationality and age — and how each of them uses AI
I also volunteer with Fundación Gil Gayarre and Casa Cuna.
My core focus areas
B2B SaaS Product Design
Complex functional interfaces for enterprise software, where the workflow carries real operational weight.
Explainable AI & Edge Cases
Answers grounded in real data with checkable sources — and a defined behaviour for when the model is unsure.
Design Systems
I build and own the design system at IntraFind end to end — components, patterns, documentation, adoption.
Accessibility
Currently bringing our platform up to WCAG 2.2 AA accessibility standards.
Product Strategy & Roadmap
Turning research into priorities, specs and a sequence a team can actually build.
Prototyping & Vibe Coding
Functional prototypes built in code with AI — ideas verified in hours, not weeks.