AI Consulting and development

As an AI & Machine Learning engineer and Data Scientist, I transform businesses with tailored artificial intelligence solutions. With expertise in machine learning, NLP, computer vision, and predictive analytics, I deliver practical, scalable AI solutions that prioritize explainability, ethics, and measurable business outcomes.

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Start and accelerate AI initatives

Whether you're launching new AI initiatives or enhancing existing solutions, I provide expert guidance through a business value-driven approach. From proof-of-concept development to implementation roadmapping and performance optimization, I ensure your AI investments yield tangible returns.

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Transform your SAP Landscape with Advanced AI solutions

Transform your SAP landscape with my comprehensive AI/ML consulting services. I specialize in implementing cutting-edge machine learning & AI solutions that leverage your existing SAP investments to drive intelligent automation, predictive analytics, and enhanced decision-making.

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Latest Blog Articles

Agent = LLM + Harness: building a tool-calling agent from scratch

For the last year the concept of an agent has really taken off and is at this point in time impossible to ignore. However, in a race where we have seen many introductions of new agentic frameworks and builders, it seems to me we are losing a bit of track of what these agents actually are under the hood. What is the modern definition of an agent we are working with? What is the actual difference between an LLM and an agent? What are intended use cases for agents and is an agent the answer to all AI-related questions? Are there other AI approaches which may be better suited for your use case instead of throwing an agent at it? What does the concept of a harness entail which recently gained traction through Anthropic’s tooling? Read More ›

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