Magnolia CMS Experts in Germany

• Responsible for the solution architectures of the eGov solution "e-Akte" for KRITIS authorities of the state of NRW, tailored to the specific needs of the customers, as well as ensuring that these solutions can be operated efficiently and reliably
• Modeling the KRITIS IT architecture (cloud infrastructure, cybersecurity and development) using Archimate
• Ensuring IT governance, compliance, data protection, and the establishment of standards in line with the business strategy
• Managing service providers for the eAkte product nscale from Ceyonic
• EAM and LeanIX, documentation of IT systems, interfaces, technologies
• Solution architecture & stakeholder management, including business units & IT teams

The combined experience from recent project years shows that two hearts beat in my chest: on the one hand, working in and for organizations to develop new, innovative products, ideally as part of a digitization strategy or business development – and the closely related change and transformation process expertise as part of holistic organizational consulting. For this, I have established the Change Bakery and Product Validators offerings.

On the other hand, my heart and mind are fired up to find my own products, evaluate markets and potentials, and test ideas. Currently, I am proactively and part-time, in addition to ongoing projects, working on a product idea in the mental health area and have founded Therapymate.

• Management of digital business
• Design, build and run solutions based on ubiquitous technologies

• Integrated LangChain middleware between AEM and SAP PIM system
• Developed a FastAPI interface for system communication
• Implemented vector embeddings for semantic product search
• Evaluated LLM models (Vertex AI/Gemini, LM Studio, Hugging Face, OpenAI) for product analysis
• Developed an AEM component to display product recommendations and integrated the recommendation API into the AEM authoring process
• Designed and implemented Pinecone vector database for product embeddings
• Optimized response times and caching strategies
• Evaluated Vertex AI Studio for LLM testing and prompt workflows
• Implemented secure API routing and access control for AI components via FastAPI and gateway validation

• Project management
• Coordination of the rollout of 148 firewalls (Palo Alto) for 74 buildings at more than 14 locations in EMEA
• Management of the team (8 employees)
• Communication with senior management (local) and site managers (EMEA)
• Ensuring work packages were completed on time and according to requirements, including formal acceptance
• Extensive use of the relevant Microsoft tools
• Wrike (project management)

• Development of automated software tests (unit, integration, regression and end-to-end tests).
• Applied technologies: Playwright, Vitest, JavaScript, TypeScript, Vue3, Go, Laravel, REST API, CI/CD, Docker, Git, GitHub, Scrum, Jira.

• Clarification of project goals, scope, and functional target vision for building the AI-based knowledge base.
• Deriving the initial architecture and implementation strategy for the Zasterbot chatbot, including defining the MVP and expansion phases.
• Developing a functional target vision for building a structured knowledge base and integrating a future chatbot.
• Deriving and prioritizing use cases for information retrieval and provision by the chatbot.
• Modeling data structures and flows for effectively organizing the knowledge base on the Base44 platform.
• Designing and implementing data models for storing and linking relevant information.
• Developing processes for extracting, analyzing, and preparing raw data for the knowledge base.
• Ensuring data consistency and quality as the foundation for the future chatbot.
• Planning the integration of large language models (LLMs) and retrieval-augmented generation (RAG) for precise and context-aware responses.
• Implementing features for analyzing and visualizing data from the knowledge base.
• Using the Base44 platform with JSON-schema-based entities and a flexible permission model.
• Implementing Deno functions for backend logic, event processing, and external API integration.
• Integrating OpenAI services for initial data analysis.

• Further development of the web app for creating Zeppelin maintenance contracts by fully covering all contract configurations, automatic calculation of total costs and inspection intervals, SSO login and Jenkins-based deployment with automated tests
• Replacement of a legacy-based calculation service with a modern API integration compliant with corporate IT standards
• Result: complete digitization of the process, functionally superior and deeply integrated into the IT infrastructure

• Further development and maintenance of a complex sales platform focused on digital closing processes, customer portal interactions, and document generation for financial and insurance products
• Development and maintenance of microservices with Spring Boot 3 and Kotlin
• Frontend development with Angular 20 to display products, applications, and documents
• Conducting end-to-end tests with Playwright and integration tests with WireMock
• Creating and optimizing Quartz jobs and CronJobs
• Refactoring the security configuration in a multi-realm Keycloak setup with custom FilterChain, permission evaluator, and factory routing
• Creating dynamic emails with Thymeleaf
• Extensive error analysis with Application Insights, Log Analytics, and direct SQL debugging
• Introducing a dynamically controllable security architecture with flexible token processing based on path and realm
• Stabilizing and clearly structuring the closing process for complex product models
• Significantly increased maintainability and readability of code through modular refactorings
• Improved test stability and depth by combining Playwright, WireMock, and integration tests
• Targeted performance optimization through analysis of Hibernate statistics, query tuning, and use of SQL execution plans
• Technologies used: Java 21, Kotlin, Spring Boot 3, Angular, TypeScript, REST API, JSON, Kubernetes, Docker, PostgreSQL, Liquibase, Keycloak, OAuth2, GitHub Actions, Testcontainers, Azure Application Insights, Thymeleaf, Tilt, Microsoft SQL Server

• Led the development of a complex geospatial data platform, engineering an end-to-end system for processing and analyzing high-resolution aerial imagery.
• Engineered a scalable backend responsible for on-the-fly map tile serving and running complex data analysis queries using PostGIS and Python.
• Developed and trained custom computer vision models using Python, PyTorch, and YOLOv8 to perform object detection and segmentation on large-scale datasets.
• Built modern, responsive user interfaces and data visualization dashboards using Next.js, TypeScript, and React.
• Gained practical expertise in geospatial libraries such as GDAL and Rasterio for processing and manipulating raster and vector data.
• Managed the entire project lifecycle, from initial technical architecture and database design to final deployment using Docker.

• Consulting and project management in the B2B area
• Development of a marketing and communication strategy
• Organization of the Intersolar 2025 trade show
• Online marketing and redesign of the website
• Concept and implementation of a cross-media launch campaign for medi campus

• Translating medical screeners, clinical trials, etc. for major clients such as HSP, Magnolia Innovation, and Ipsos.

• Company digitalization
• Technical project manager for app and web projects
• Developed a patient app
• Created travel forms
• Built a webshop based on WordPress and WooCommerce
• Created a community website based on WordPress
• Set up a data warehouse system to store clinic data
• Built an online shop/ecommerce and introduced the complete process (inventory coordination, fulfillment, billing, support)

• Content Development
• UX-Design