macOS Experts in Munich

• Overall responsibility for the project lifecycle from scope definition to completion
• Close collaboration with platform teams, IT leaders, and external service providers
• Application of SAFe principles and structured sprint work
• Creation of a migration roadmap with clear milestones
• Monitoring of the lifecycle: onboarding, repository migration, replication of permissions, and system tests
• Visualization of the architecture with PlantUML and Gliffy as well as documentation in Confluence
• Regular status reports and running knowledge transfer sessions

• Build and operate an end-to-end MLOps platform on Azure ML and Kubernetes (Kubeflow) for the automated deployment, monitoring, and scaling of forecasting models (including Temporal Fusion Transformer, Informer, Autoformer).
• Implement CI/CD pipelines in Azure DevOps for the full ML lifecycle – from resource provisioning (Terraform), data transformation (Hugging Face Datasets, Pandas, PyTorch, CUDA cluster) through training and evaluation to model registry and endpoint deployment.
• Integrate MLflow for experiment tracking, model versioning, performance monitoring, and automated registration in the Azure Model Registry.
• Develop and containerize PyTorch training jobs (Azure Notebook, Jupyter Notebooks) for price and time series forecasting (PFC models) with automatic rollout via Azure ML Endpoints and REST/gRPC interfaces, Docker containerization, secured with OAuth 2.0.
• Set up monitoring and alerting mechanisms (Prometheus, MLflow Metrics), log centralization, and cost monitoring.
• Automate infrastructure provisioning and model deployment using Terraform, Helm, and Azure CLI; connect to existing market data systems and event pipelines.
• Migrate existing workloads and databases (IONOS → Azure, MongoDB) with integration into central MLOps workflows and internal networks.
• Extend the platform with LLM-based tools (LangChain, LangServe) to integrate GPT-based analysis modules into existing Spring Boot services for market anomaly detection and automated reports.
• Analyze and architect a software solution to process large volumes of data efficiently (>3000 messages/sec.) (market data store).
• Spring Boot / Java 21 container development with RabbitMQ for distributing stock market data via MongoDB (Kubernetes) with fast storage of data in Redis RMaps, deduplication, forwarding messages to Read Model queues, and building Read Models for UI display in MongoDB.
• Integration of RESTHeart to create a REST API for MongoDB.
• Build an Angular frontend to simplify data queries and master data maintenance.
• Agentic coding with remote and local LLMs (Claude Sonnet, Ollama Qwen) and MCP servers.
• Develop Python scripts for transforming and cleaning incoming stock market data (Pandas, scikit-learn).

Loom and Bloom

Python · TypeScript · n8n · Claude Code · Whisper · Gemini · Supabase · Notion · HubSpot · Digital Ocean

• Built an end-to-end content pipeline: one Loom video → marketing images, bilingual LinkedIn posts, newsletter and Help Center updates.
• n8n webhook → SSH → Claude Code session on a Digital Ocean VPS; three MCP servers (video, Notion, Supabase).
• Whisper word-level transcription, ffmpeg screenshots, Gemini UI annotation, PIL device mockups.
• Next.js upload UI plus a bilingual newsletter composer with HubSpot push.

• Active sourcing
• Briefing meetings with hiring managers and departments
• Building and managing the candidate pool
• Writing and posting job ads
• Conducting interviews
• Handling the hiring process from identifying staffing needs to successful placement

• Planning, establishment, and leadership of a Program Management Office (PMO) as the central unit for the operational control of the overall program with tasks including:
• Defining and developing the optimal project management processes for the program.
• Creating and introducing a monitoring & controlling process to manage the timely delivery of deliverables.
• Creating the overall program plan with schedules, budget & cost plans, resource planning, and deliverables planning.
• Selecting and managing external service providers and monitoring contract compliance.
• Defining and executing program risk management and developing mitigating actions.
• Developing efficient reporting for the overall program to meet all stakeholder groups. Defining and creating key program KPIs using earned value analysis and milestone trend analysis.
• Providing and adjusting necessary IT tools for communication and documentation (Confluence, Jira, Teams, etc.).
• Defining and executing project change management.
• Planning and running all management meetings, including steering committee, management meetings, and board presentations.
• Preparatory alignment, planning, and organization of the group project as a basis for the execution phase.
• Selecting and staffing the program core team and the extended project team with a total of 70 participants.
• Planning the project organization, reporting and decision-making paths, and governance at the operational and strategic levels.

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• Responsible project manager for complex international infrastructure projects
• Coordinator and decision-maker for IT architects in network infrastructure and software with over 100,000 users
• End-to-end project management
• Launch and implementation of initiatives
• Project management of international infrastructure projects with C-level reporting
• Leading and coordinating IT architects
• Technical project management for merger and cloud transformation
• Delivery of international software and hardware rollouts
• Implementation of IT security projects and compliance
• Work with key technologies (e.g. 5G/6G standard)
• Support of complex defense and aerospace projects (e.g. Ariane 6, Eurodrone)
• Building the healthcare and life sciences business unit
• Creating and leading internal employee trainings

• Iterative test planning

• Providing test infrastructure

• Resource planning

• Test design

• Coordination of test teams

• Defect management

• Release management

• Project planning

• Cohort planning

• Test planning

• Test execution

• Trial test planning

• Rollout

• Business analysis

• Requirements engineering

• Change management

• E2E test coordination

• Corporate merger of TÜV Süd AutoPlus GmbH and TÜV Süd AutoPartner GmbH (ensuring the functionality of all production and billing processes within the scope of the merger)
• Creation of the test strategy to ensure the functional integrity of existing business processes after the merger
• Definition of test goals, test types and test phases (e.g., functional tests, integration tests, end-to-end tests, regression tests)
• Identification of critical business processes and derivation of appropriate test data and test cases
• Planning of the test environment and ensuring the availability of required test systems and test data
• Close collaboration with IT departments, business units and external service providers
• Execution of acceptance tests with the business units to ensure system stability before go-live.

• Conducted a comprehensive due diligence review for a potential acquisition of a Swiss manufacturing company as part of a pre-merger analysis
• Assessed production capacities and technical infrastructure
• Evaluated integration possibilities into existing business processes
• Performed risk assessment and developed recommendations for action
• Documented the findings and presented them to management

• Implementation of a GitLab CI/CD pipeline based on SAP Commerce Cloud 2211
• Development of a new B2C shop with Vue, Node and TypeScript to ensure scalability, extensibility and performance optimization
• Integration of Microsoft Azure Event Grid with SAP Hybris
• Implementation of BDD with Cucumber using Gherkin syntax to promote collaboration between development and business teams
• Support and customization of a Spartacus shop
• Technologies/Languages: Java, REST, OData, Behavior Driven Development (BDD), Cucumber, Node, Vue, TypeScript, Spartacus, GitLab CI/CD, Gradle, Maven, Ant, SonarQube

• RTE/Agile Coach for the SAFe 6 (Scaled Agile Framework) rollout
• Building and establishing a LACE (Lean-Agile Center of Excellence) for several ARTs
• Using the tools: Azure DevOps with SCALE, Loop, MS Whiteboard
• Building the ART with 7 teams
• Training Product Owners, e.g. through SAFe POPM training and LearnSnacks
• Running the initial PI Planning as a Kickoff Planning Event
• Introducing a demand process

• Backend development of B2B e-commerce solution using SAP Commerce Cloud, leveraging Java and Spring Framework with creation of REST APIs for effective communication.
• Resolved software defects, developed automated cron jobs and triggers, and authored unit tests with JUnit to uphold code stability and quality standards.
• Utilized Git-based version control systems (Bitbucket/GitHub) for source code management and used Jenkins to support continuous integration and development (CI/CD).
• Executed and closed multiple user stories and tickets across iterative bi-weekly sprints under Agile (SCRUM) methodology.
• Led incident resolution in the production environment and minimized downtime through real-time monitoring (Solr, SAP CCv2, OpenSearch Dashboards) and sustaining SLA targets above 99%.

• Successful product launch of a measurement system based on terahertz technology
• Developed a market strategy
• Scheduling and coordination with marketing
• Preparing and giving presentations
• Created a product catalog and defined sales texts
• Conducted customer presentations at trade shows and trained sales staff
• Prepared product assemblies and trained employees
• Organized external support and set up a dedicated production area
• Coordinated prototype production and negotiated with subcontractors
• Created production documentation and calculated product costs
• Defined product specifications and test criteria
• Validated product in software and hardware areas
• Reviewed software for legal aspects and introduced an EULA
• Developed a product roadmap and supported the department with JIRA
• Conducted workshops, market analysis, and business development
• Set pricing strategy, performed competitive analysis, and visited customers
• Supported customer acquisition and technical evaluation of inquiries
• Participated in trade shows and designed demo systems
• Led sales meetings and acquired new customers
• Coordinated cross-departmental tasks and prepared spare parts lists
• Initiated product improvements and reviewed contracts
• Prepared and conducted steering committee meetings, workshops, and profitability analyses
• Planned resource needs and reporting
• Software used: MS Office, SharePoint, MS Project, Office 365, Teams, Jira, Confluence
• Project languages: English and German
• International experience: USA (3 months regular visits), Denmark (1 month occasional visits)