AI Consultant in Germany

Employed as a filming and editing staff member for various large companies here in the Ortenau district

• Architect end-to-end AI/ML solutions, with a strong focus on advanced LLM applications, autonomous agentic AI workflows using MCP toolset, vLM embedding computations, and robust agentic RAG pipelines to drive real-world business impact for clients across diverse sectors.
• Designed intelligent agentic AI workflows to automate knowledge retrieval and reasoning for B2B clients, accelerating business impact.

• Designed enterprise-wide AI strategies and structured the related workshop formats for business and leadership teams as a shared basis for AI investment decisions
• Integrated EU AI Act regulatory requirements into AI governance frameworks with clearly defined roles, committees, and decision-making structures
• Established two internal consulting offerings—one for prioritizing AI use cases and one for integrating data and AI governance—which are now a regular part of the consulting portfolio
• Assessed business value for AI initiatives and investment decisions using transparent criteria

Train large language models (LLMs) in valuation, financial modelling and investment analysis.

The consultancy is developing AI agents for managers for a client. The underlying logic is built in GPTs, while the client works with Microsoft.

In progress:

• Designing and implementing agents for people management and leadership development in Copilot Studio
• Transferring the GPT logic to the end client's Microsoft environment

• Lenovo’s annual press event around IFA, with around 320 guests from the tech media and creator community
• Built and managed the show plan together with the production team
• Led rehearsals and called the one-hour live show in English from FOH
• Cues for video control, camera, stage management, teleprompter and 16 m kinetic LED wall

I am responsible for developing and implementing AI, innovation and digitalization initiatives at the German Golf Association. My focus is on developing digital products, identifying new technologies and successfully connecting strategy, communications and innovation.

I work closely with the executive board, specialist departments, the communications department as well as external agencies and technology partners, and support projects from the initial idea through to successful implementation.

Highlights:

• Strategic co-responsibility for the relaunch of golf.de, Germany's leading digital platform in golf
• Development and implementation of the German Golf Association's AI strategy
• Development of new AI-supported products and digital services for golf clubs, coaches and golfers
• Management of innovation and transformation projects
• Close collaboration with communications and press relations on future-focused and innovation topics
• Design and delivery of workshops, presentations and AI training sessions
• Management of external software, digital and technology partners
• Preparation of strategic concepts and decision papers for the executive board and management committees

Focus areas: Digital Product Development, AI & Innovation, Digital Transformation, Marketing, Corporate Communications, Public Relations, Business Development, Stakeholder Management

• Design, setup and operation of AI phone assistants (voicebots) as a managed service
• Requirements analysis and process mapping: reasons for calling, recurring requests, escalation and emergency rules
• Conversation design & prompt engineering: dialogue management, tone of voice, conversation logic, fallbacks and handovers
• Building and maintaining structured knowledge bases for recurring customer inquiries
• Integration into existing processes, including request recording, appointment coordination, SMS confirmations and call forwarding
• Testing, customer acceptance, ongoing optimization, and seasonal and content-related adjustments
• Evaluation of voice AI and conversational AI platforms based on functionality, data protection, hosting and data processing
• Design and implementation of website chatbots and WhatsApp Business solutions
• Taking data protection and compliance requirements into account when using AI systems

• Ongoing mandate: advisory and business case development for digital services, from the profitability model through to KPI definition for the rollout.

• Built core parts of formae's infrastructure engine and cloud integrations in Go, managing resource lifecycles across cloud and Kubernetes environments.
• Designed and implemented an extensible plugin architecture and SDK for integrating infrastructure providers and resources, including AWS, Kubernetes and Helm.
• Built agent-native infrastructure workflows exposing formae through MCP to tools including Claude Code, Codex and Cursor.
• Worked directly with prospective customers on technical evaluations, implementation design and migration paths from existing infrastructure workflows to formae.
• Helped evolve formae through its open-source, multi-cloud and cloud platform releases, with a focus on reliable infrastructure orchestration and developer experience.

• Used OpenCode and AI-assisted software engineering to design, implement, refactor, test, and document an end-to-end RAW/SDTM/ADaM pipeline in R for Dr. Falk Pharma (07/2026), including metadata-driven transformations, automated validation rules and QC, traceability, and reproducible clinical outputs.

• Claude Code subagents, MCP, Pydantic V2, pytest, bandit

• Designed and shipped 3 specialized agents that hand work down a line: a research agent writes a cited implementation spec, a coding agent builds the modular code and its tests, a review agent ranks findings by severity and applies the fixes. Each handoff is a structured document, so no stage depends on another agent's context window.

• Connected the research agent to an academic-research MCP server (Semantic Scholar, ArXiv, Hugging Face Hub, citation snowballing) so every reference traces to a tool result rather than the model. Gated commits behind ruff, mypy, pytest and bandit, required human sign-off before installs and commits, and persisted session state on disk so long runs survive a context reset.

Source-to-pay AI initiative at an automotive supplier, advanced RAG and agentic AI workflows