FromresearchtoproductionIdesign,build,anddeployintelligentsystemsthatdrivemeasurableROIforSwissindustryleaders.
What I Build
End-to-end capabilities from exploratory research to production systems
Research & Exploration
Feasibility studies, technology benchmarks, and proof-of-concept investigations. I evaluate which AI/ML approach if any genuinely fits your business problem before a single line of production code is written.
AI & Machine Learning Engineering
Custom model development, training pipelines, and MLOps infrastructure. From computer vision quality control to NLP document processing production-grade models built to scale with your data.
Agentic AI Solutions
Autonomous multi-agent systems that reason, plan, and execute complex workflows. I design agent architectures that integrate with your existing tools and databases to automate decision-heavy processes.
Full-Stack Development
End-to-end software products from database architecture to polished UI. I build robust web platforms, APIs, and data-intensive applications using modern frameworks and best practices.
Strategic Architecture & Consulting
Technical due diligence, architecture reviews, and strategic roadmaps. I help leadership teams understand what is realistic, what is valuable, and how to get there with clear, honest assessments.
How I Work
Understand
Deep dive into your business context, data landscape, and pain points. I map constraints, define success metrics, and identify where AI can and cannot add real value.
No solution bias. Just honest assessment.
Prototype
Rapid proof-of-concept to test hypotheses with real data. Stakeholders see tangible results within weeks, not months before committing to full investment.
Fail fast on bad ideas. Double down on good ones.
Build
Scalable architecture, clean code, robust pipelines. From model training infrastructure to user-facing applications everything designed for maintainability and growth.
Built to last. Not just to demo.
Deliver
Deployment, monitoring, and knowledge transfer. I ensure your team can own, operate, and evolve the solution independently with clear documentation and training.
Your success is the only metric that matters.
Recent Engagements
Your Problem, My Craft
Five questions I hear constantly. Five promises I keep every time.
Let'sBuildSomethingThatMatters
Whether you need a quick feasibility study, a proof of concept, or a full production system I am ready to understand your challenge and deliver a solution that works.
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