I help leadership teams design and deploy production-ready GenAI systems — LLMs, RAG pipelines, MCP servers, and autonomous AI agents — from architecture through delivery.
I help leadership teams move from AI ambition to deployed, reliable systems — LLMs, RAG pipelines, MCP servers, and agentic workflows. From architecting Fabasoft's company-wide AI Ops process to building ~50 MCP servers and autonomous delivery pipelines at Goedly, I combine deep research experience with full-stack GenAI execution. Start with a free discovery call to map your opportunity.
Map your current stack, opportunities, and constraints. We'll unpack the business goal, existing assets, and what an autonomous delivery loop could look like for your team.
Design, implement, and launch agentic workflows, websites, or internal tools with integrated testing and monitoring.
Stand up the processes, toolchain, and rituals that let your teams deliver AI initiatives repeatedly and responsibly.
Based in Linz, Austria · Available for remote and on-site engagements across the EU.
Launching Goedly in August 2025 to deliver autonomous software manufacturing pipelines that ship and evolve products from a brief.
Advising leadership teams on agent systems, AI Ops, and automation initiatives, from discovery through production rollout.
Stood up Fabasoft’s AI Ops program across all business units, shipping LLM-powered products and governance practices before transitioning to Goedly.
Conducted pioneering research in uncertainty prediction using machine learning for industrial processes in the steel industry, developing sophisticated ML models for real-world applications.
Researched Graph Neural Networks and Graph Transformers, earning Master of Science in Artificial Intelligence with focus on cutting-edge ML architectures.