AI advisory, Claude Code training, and custom agent implementation for teams moving LLM prototypes into GDPR-compliant production workflows.
Co-founder at Caidera · DFKI research background · Charité collaboration · AI NATION Top 15
Selected signals
My work sits where AI demos usually break: domain-specific workflows, reliability requirements, and enterprise adoption. At Caidera, I help regulated-industry teams move from promising LLM concepts to production agent systems.
Concrete ways to bring regulated-grade AI capability into your team — custom agent builds for production, Claude Code training for engineering teams, and hands-on AI workshops for upskilling.
Bespoke AI agents and workflows for healthcare, pharma, and other GDPR / DSGVO-regulated operations — designed for compliance, reliability, and team handover.
A production-grade, GDPR-compliant AI system tailored to your operations and ready to scale.
Hands-on Claude Code enablement for engineering teams shipping in regulated and high-stakes environments — from setup and CLAUDE.md conventions to advanced agent workflows.
Engineers integrate Claude Code into daily work — shipping faster with audit-ready quality.
Hands-on AI workshops (KI-Workshops) for teams getting started with AI or scaling to a team-wide AI operating system. Practical, regulated-aware, no slideware.
Your team leaves with a shared mental model and a concrete AI use case ready to ship.
Selected work that shows the pattern: applied AI systems, real operating constraints, and measurable scale.
Co-founded and architected an AI agent platform for regulated industries, supporting enterprise teams from prototype to production.
Developed a medical AI assistant in collaboration with Charité, grounding product work in real clinical and research constraints.
Built document-processing workflows for German Red Cross social services operations across 600K+ documents.
Designed and shipped AI workflows for regulated and high-stakes teams with a focus on reliability, handover, and adoption.
Peer-reviewed work in conversational AI and personality-aware systems, built during research roles at DFKI.
DFKIby D. Fernau et al.
Methods and dataset for personality-aware dialogue systems.
DFKIby D. Fernau et al.
Automated dialog personalization using MBTI personality indicators.
by D. Fernau et al.
Conversational agent that adapts to user personality.
A background shaped by applied research, full-stack engineering, and client-facing delivery in regulated industries.
Caidera (AI NATION Top 15)
Co-founded and architected an AI agent platform for regulated industries. Led product and engineering work from research prototypes to production deployments for 15+ enterprise clients.
Life Sciences Technology Sector
Built AI applications for healthcare, pharmaceutical, and medical technology teams, including medical AI work with research partners such as Charité.
Academic & Industry Collaboration
Researched conversational AI and personality-aware systems, producing peer-reviewed work that later shaped applied agent product thinking.
Technology Solutions
Built full-stack products and software architecture foundations that now support end-to-end AI solution delivery.
TU Berlin · DFKI
Specialized in AI and machine learning systems
Caidera · AI NATION 2024
Top 15 of 500 AI Startups
Other
Talk to me if you are moving from LLM prototype to production workflow and need advisory, coaching, or implementation support.
Making AI and AI agents actually work for your team and organization. Bonus: experience in regulated industries.
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