AI Consulting & Training
AI consulting · training · talks
Take your team from AI curiosity to AI in production.
I help companies make AI work: inside the organisation, by changing how teams work, and for their customers, by building AI products that hold up in production. I combine a PhD in AI with years of shipping AI products and moving teams onto AI.
How I can help
Internal AI transformation
Bring AI into how your company works, so it pays off in day-to-day work and outlasts the first pilot.
- Finding the use cases worth doing, and the ones to skip
- AI-assisted workflows for engineering and business teams
- Upskilling, training and responsible-use guidelines
AI products for your customers
Design and build LLM, RAG and agent features that work beyond the demo, and keep working after launch.
- Architecture and reviews for LLM, RAG & multi-agent systems
- Evaluation, guardrails and safety before go-live
- Model choice, cost and latency in production
Also available for workshops, executive briefings and talks, on-site or remote, in English or German.
Why work with me
Research depth
PhD in AI on conversational systems and LLM evaluation. Papers at SIGIR, ACL, WSDM and COLING (700+ citations) and a WSDM Best Paper Runner-Up award.
Production track record
I lead the multi-agent AI platform at bexio, rolling out to 100,000+ SMEs. Before that I moved a company from paid LLM APIs to self-hosted open-source models, cutting cost and latency.
Startup consulting
As an applied AI consultant, I shipped production LLM systems for Valence, a venture-backed AI startup in New York.
Teacher & speaker
Lecturer in HSLU's CAS LLMs and AI Agents for the last two editions. I explain complex AI clearly, to engineers and executives alike.
Where I've spoken
- University College LondonInvited talk · Feb 2023
- University of AmsterdamInvited talk · May 2023
- University of GlasgowInvited talk · May 2023
- International conferencesNorway · Spain · Germany
Who I work with
Managers & leadership
A clear view of where AI pays off, what it costs and what it takes from your teams.
Product managers & owners
Turning AI ideas into well-scoped features with real quality bars and success metrics.
Engineers & data scientists
Hands-on guidance on agents, RAG, evaluation and running LLMs in production.
Let's talk about your AI plans
Tell me briefly about your team, what you want to achieve, and your timeline. Based in Zürich, I work with companies across Switzerland and Europe, on-site and remote.