Claude Experts in Cologne

• Built and validated SupportPiloten, an AI-powered content operations service; won first paying pilot customers
• Tested agentic workflows with Claude Code and Codex for analysis, research, documentation, and prototyping
• Further developed own AI product; training: AI governance, AI compliance, and the EU AI Act (ongoing)

• Integration of medical modalities (including ultrasound) into the existing IT infrastructure (DICOM, HL7) – put into operation within the planned timeframe.
• Administration and optimization of PACS systems for efficient archiving and distribution of radiology image data across multiple locations.
• Ensuring consistent data quality and seamless interoperability in data exchange between HIS, RIS, and PACS.
• Close collaboration with medical staff to analyze and digitally optimize clinical workflows.
• Requirements management and test coordination when implementing clinical requirements in complex IT structures.

• Brought together AI initiatives through central coordination and integration of artificial intelligence projects to increase efficiency and business value.
• Identified and prioritized AI use cases through business process analysis and translated them into structured product backlogs and roadmaps.
• Led change management activities, including the rollout of new digital tools, communication strategies, and training concepts to support cultural change.
• Managed requirements and processes through end-to-end requirements analysis, process modeling, and organizational optimization.
• Scaled agile practices (Scrum, Kanban, OKRs) and promoted cross-functional collaboration and continuous improvement.
• Supported company-wide digital transformation by leading technical change initiatives and strengthening collaboration models.

Project: Digitalization of Warehouse Processes | Building a Data Analytics Platform.

• Built a web-based workforce allocation system that digitized daily shift planning by matching worker expertise to operational zones, replacing manual coordination with a structured workflow adopted across the site, saving supervisors time on daily planning.
• Developed a real-time operational visibility dashboard giving supervisors a live view of task throughput and outstanding workload across warehouse zones throughout the day, helping reduce overtime and idle labour costs.
• Developed a slotting optimization solution to improve warehouse picking efficiency and reduce picking time per order, working directly with operations teams from concept through production deployment.

Technologies used: Python, Django, PostgreSQL, Pandas, NumPy, HTML, Java, JavaScript, Docker, Kubernetes, AWS, Power BI, GitHub Actions CI/CD, GitOps, Claude, OpenAI

Concept, design, and implementation of digital brand and communication solutions for companies, practices, freelancers, and agencies.

Concept and design of corporate websites, shops, landing pages, app and interface concepts, as well as complex design systems – from strategy, information architecture, mobile-first approaches, and UX/UI design to Figma prototyping, content structure, SEO-relevant content, and image concepts, all the way to implementation (in WordPress) and maintenance.

Independent project management including client consulting, quote and budget coordination, quality assurance, and collaboration with development.

Focus areas: UX/UI design, art direction, web design, e-commerce, corporate websites, complex design systems, Figma, WordPress, marketing

AI Strategy & Enablement for SMEs Management consulting – SMEs (e.g. marketing boutique, IT & office services)

Concept and delivery of structured AI introduction and strategy workshops for small and medium-sized businesses. Result: Practical AI status assessment, prioritized use case list, and management decision template as the basis for the next steps in the company’s AI development.

Activities

• Needs analysis and individual preparation of the consulting formats
• Facilitation of a structured AI status assessment including vision, mission, and target picture
• Identification and prioritization of relevant AI use cases and action fields
• Creation of management decision templates and roadmaps
• Raising awareness for opportunities, risks, and success factors of AI introduction
• Support for first customers with AI-supported automation scenarios
• Supporting people and teams through the change process of AI introduction (CM)

Methods / Tools / Technologies

Methods:

• AI status assessment & use case analysis
• Workshop moderation / facilitation
• Requirement Management
• Change Management (PROSCI)

Tools:

• Generative AI tools (e.g. ChatGPT, Claude)
• Automation/AI coding tools (e.g. n8n, Claude Code, Visual Studio, Antigravity)

Technologies:

• Prompt engineering
• AI workflow automation

• Program Manager for a strategically highly relevant compliance project in the enterprise segment (C4)
• Leading 6 workstreams
• Setting up the project organization, establishing communication structures, project and budget planning, risk management
• Reporting to the CIO
• Facilitating steering committee meetings
• Facilitating critical solution processes
• Responsible for adapting the operating model of the IT organizations in Germany, the EU and India, including planning and managing the relocation of affected employees

• Expansion of the competence portfolio to include AI-driven marketing & chatbot integration
• Design and development of several intelligent chatbots (Steno, UChat, ManyChat, GHL) for MeditationSoul.org and Physio Point for automated promotion of workshops, retreats, and online courses
• Experience with social media automation tools and AI content tools (e.g., ChatGPT, Gamma, HeyGen)
• Creation of automations with n8n for marketing and CRM processes (lead nurturing, event promotion, funnel flows)
• Combining creative brand communication and AI-supported automation to increase efficiency and personalization in digital marketing campaigns

• Full product responsibility from a business perspective: requirement analysis, UX design, product strategy, and go-to-market implemented without an internal dev team using fully AI-supported development (Claude Code / Anthropic)
• Technical differentiation: KRITIS-compliant air-gapped deployment (Windows/NSIS), GDT interface for PVS integration, DATEV-LODAS export for payroll
• Managed pilot operation with initial external client (Dormagen medical practice): structured requirement gathering, test support, error analysis, and release management
• Developed rollout and sales strategy for market entry in the segment of private practices and small medical centers
• Human-in-the-Loop development principle: business decision → AI implementation → manual review → approval → release – each sprint documented in Jira (TIME project), every change traceable via co-authored commits
• Product outcome: Tauri/Rust desktop app with GDT watcher, multi-tier model (Starter/Professional/Enterprise), cloud mirror on Hetzner/Traefik, complete ISMS framework based on ISO 27001 and BSI basic protection as product foundation
• Direct method validation for the test manager role: hands-on experience with quality assurance of AI-generated products from a user perspective, review gate discipline, release approval under GDPR and the EU AI Act

Concept development and redesign of a real estate sales platform, AI-driven ideation with Claude

Real Estate Conversion Optimization Claude

• Independent CPQ consulting for a portfolio of industrial manufacturers, including Scheidt & Bachmann, Trützschler Group SE, and Weiss Klimatechnik GmbH (Schunk Group)
• Full project coverage: requirements analysis, concept, system design, implementation, testing, and international go-live support
• Deep integration work with SAP ECC (material master replication, SD document creation, material creation, general APICONNECT and other web service interfaces)
• Process consulting: analysis and optimization of internal quoting processes for sales and management
• Knowledge transfer/coaching and pair programming to strengthen internal team skills

• Further training to become a certified AI expert in the company
• Fundamentals of AI
• AI tools
• Prompt engineering (creation of professional prompts)
• (Advanced) Process automation with AI and make.com
• AI in marketing and sales
• Legally compliant use of AI in companies
• Intelligent knowledge management
• AI in customer management
• Developing AI guidelines for the company
• AI integration into the company

• Consulting and implementation of digitalization projects nationally and internationally for start-ups, SMEs, and corporations
• Focus areas: design systems, RAG & automations
• Tools and technologies: Claude, GPT, Gemini

• Led a team of junior Research Engineers, providing mentorship, technical guidance, and career development support to foster their growth in deep learning and machine learning engineering.