For more than a quarter century, I've been where technology reinvents itself. When the first Flash websites brought the internet to life, I built experiences. When the first iPhone changed the world, I built the apps for it.
Today, in the era of generative AI, I help companies create real value beyond the hype. From scalable RAG architecture to strategic CAIO advisory, I build systems that go into production — and stay there.
I don't build toys. Production-ready LLM applications with deterministic architectures and automated evaluation — agentic workflows that actually get work done. Including the system around it: frontend, backend, integrations.
The right environment for your data: Azure or GCP where cloud is the right answer — self-hosted LLMs where data can't leave the building. Vector search and model serving that holds up in production.
AI is a leadership task. As a fractional CAIO I work with leadership and tech teams: what's worth doing, what isn't, and how it lands in the team — with a roadmap that fits the company.
Agentic workflows and generative AI systems in production — custom RAG systems, LLM infrastructure, and strategic advisory, currently as Chief AI Orchestrator at Justify (UK). The chapter opened in 2022 with founding Multiplye: AI-driven carbon accounting.
As CTO of foresee GmbH, scaled mobile-first platforms and built interdisciplinary engineering teams. Apps and platforms for Continental, Hamburger Sparkasse, and Wilkhahn, among others.
Early adoption of iOS and Android for complex enterprise applications. Multitouch and AR projects for Telekom and T-Mobile UK — awarded the Deutscher Multimedia Award (bronze). Best of Show at IBM Connect 2013.
The beginning of professional software engineering: complex web infrastructure and exploratory work with interactive media.
Justify · UK AI startup
DW Systembau · construction industry
S-Markt & Mehrwert (Sparkassen-Finanzgruppe) · sonamedic
Whether it is a technical evaluation, strategic advisory, or an AI prototype, let's talk about how to make technology work for you: honestly, precisely, and with an eye on what lasts.
