I turn AI into repeatable value creation — as a builder, operator, and trusted advisor. Full-stack engineer turned founder turned AI strategist, I ship production LLM platforms (0→1 in <90 days), enable engineering teams, and bridge the gap between technical possibility and business reality.

• Builder: Founded and sold AI LegalTech to Swiss enterprises (incl. Swisscom) via DocIQ
• Operator: Recently transformed KISIM (Switzerland's leading CIS) with AI-first capabilities at Cistec AG
• Technical Expert: Engaged by top law firms for IP/copyright analysis and expert testimony
• Advisor: Guide VCs, C-suites, and portfolio companies on AI strategy, architecture, and risk via Mickel Tech

My work focuses on creating robust, production-ready AI systems that drive measurable business outcomes:

• Reusable AI Platforms: LLM API gateways, vector search services, RAG pipelines, evaluation frameworks
• Privacy-Preserving AI: On-prem PII masking (97%+ accuracy) for FADP/GDPR compliance in regulated environments
• Agentic Architectures: Multi-agent systems, prompt-to-structured-data compilers, semantic search at scale
• Developer Enablement: AI coding assistant rollouts, prompt engineering playbooks, safety guardrails
• Production LLM Ops: Evaluation pipelines (quality/safety/latency/cost), observability, A/B testing

• Shipped production LLM platform in <3 months driving new ARR in Swiss hospitals
• Built reusable AI components adopted by 6+ internal teams
• Scaled GitHub Copilot/Cursor to 50+ engineers with measurable productivity gains
• Forged strategic partnerships (Google Cloud, research institutions)
• Speaker at openEHR.ch Symposium on "Agentic AI for Structured Clinical Data"

• Exploring Operating Principal and Staff/Principal AI Engineering opportunities
• Building the next generation of agentic AI systems
• Advising select teams where deep technical execution meets strategic impact
• Open-source contributions to the AI engineering community

• 📅 For advisory or consultancy: Book a call
• 💬 Questions/feedback: Reach out on Twitter
• 🚀 Open to select opportunities where technical depth meets strategic impact

• The Imperative of Smarter Clinical Information Systems
• Building a GPT-4 Powered Chatbot with Node.js: Unlimited Context and Chat History in Under 100 Lines of Code
• The Importance of Context in AI: Garbage In, Garbage Out

➡️ more blog posts (on Medium)...
➡️ more blog posts (on Substack)...

If you found my work helpful or just want to support me, you can buy me a coffee or sponsor me! Any contribution is greatly appreciated and will go towards funding my various projects, including covering my exorbitant OpenAI API bill (just kidding, but those models can be expensive!). Your support will help me continue creating useful content and building exciting new things. Thank you in advance for your generosity!

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