Hello, I'm Kata.
For more than 15 years I've turned complex, constrained problems into digital products people actually use. I started as an automation and robotics engineer, became a UX lead at Interone, where I worked on BMW Group products and led a team of five designers, and since then I've led product incubation and strategy for E.ON, Voith, Deutsche Telekom and Springer Nature.
My sweet spot is the messy start: an idea with potential, a team without a clear direction, and a domain where the technology is only half the problem. I bring structure, evidence and one direction everyone can commit to.
I also co-founded Human Future Hub, a Berlin social startup that teaches responsible AI use. Since 2025 it's where I've run go-to-market and growth hands-on: building an audience from zero with no paid spend, and taking our first course product to paying institutions.

What I bring
Engineering rigour
I understand the systems, data and constraints your engineers live with.
User-centred judgement
Decisions grounded in what users need and will trust, not what's easiest to build.
Applied AI experience
I've shipped AI in production, so I know where it helps and where it doesn't.
Details
- Languages
- English · German · Polish
- Location
- Based in Berlin. Working with UK teams now.
- Human Future Hub
- humanfuturehub.orgHFH Digest on Substack
Curious whether your idea is worth building?
Book a free 30-minute call. You'll leave with at least one concrete next step, whether or not we work together.