Cloud Migration 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

Consulting and prototype work on AI voice and multilingual agent systems, using AI-assisted delivery across realtime translation prototypes, call-centre automation, and voice-to-voice consultation workflows.

• Built and advised on AI voice / agentic conversation prototypes, including realtime translation and consumer-facing consultation experiences.
• Worked across call-centre automation, voice UX, product architecture, implementation tradeoffs, and prototype development.

• Guided a large-scale agile transformation, improving team agility, DevOps adoption, and cloud readiness.
• Supported DevOps & CI/CD practices to optimize cloud deployment strategies and reduce time-to-market.
• Led agile coaching initiatives to enhance cross-functional collaboration between IT and business teams.
• designed agile governance structures to align executive leadership with cloud and digital transformation goals.
• Technologies & Frameworks: Agile (Scrum, SAFe), DevOps, Cloud Adoption, IT Governance, CI/CD, Change Management

As the Solution Architect for Agentic AI in auto claims processing, I led global customer delivery implementations, encompassing solution design and detailing, multi-tenancy, process flows, integration with third-party solutions, and localization requirements.

• Architectural Analysis: Conducted in-depth analysis of business requirements, managing requirements and creating detailed specifications.
• Service Definition: Developed comprehensive technical definitions for services and integration contracts.
• AI Process Management: Automated AI process management, focusing on analysis, optimization, and continuous improvement.
• Requirements Gathering: Facilitated requirement-gathering sessions and analyzed business processes to identify optimization opportunities.
• Agile Collaboration: Employed agile methodologies, working closely with stakeholders to ensure alignment and responsiveness.
• Technical Support: Assisted senior management with technical analyses and deliverability assessments.

• 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

• Consultant (program management, project teams, architecture, interface management)
• Project support (processes, deliverables, risk management, release management)
• Auditor (internal and external audits, recommendations, reviewing deliverables)
• Designer (training on BDR quality standards, optimization of interfaces and processes)

• Maintained a SaaS billing platform on AWS as part of the Site Reliability Engineering (SRE) team.
• Played a key role in an AWS cloud migration project, implementing Terraform (IaC), creating CI/CD processes and pipelines, hardening images, upgrading tool versions, and developing scripts.
• Wrote documentation.

AWS Cloud migration:

• Design and implement CI/CD for deploying AWS resources using GitLab CI, Terraform, and GitOps.
• Create and configure DevOps toolchain including Jenkins, Harbor, and Vault.
• Deploy billing application, microservices, and supporting infrastructure services to Nomad clusters.
• Re-designed TLS/mTLS certificate management using Vault and Lambda.

Security (Infrastructure Hardening & Patch Management & Vulnerability Scanning):

• Managed multiple AWS accounts for Consul/Nomad/Traefik clusters (10–20 EC2 instances/account, ASG) and DevOps toolchain accounts (Harbor, Jenkins, Vault).
• Created hardened AMIs via Packer based on CIS benchmarks for Nomad, Jenkins, Harbor, and Vault; deployed using Terraform.
• Integrated Trivy via Harbor plugin for container image scanning.
• Implemented strict AWS VPC security group rules.
• Developed and maintained patching process across environments using Qualys and Wiz.
• Deployed Qualys Cloud Agent to all EC2 instances, tracked CVEs and tested patches in lower environments before rollout.
• Automated patch deployment across all AWS accounts using Terraform and GitLab CI and verified patch compliance via Qualys/Wiz dashboards.

• Successfully led IT infrastructure projects with budgets up to €10M, including data center migrations and cloud transformations, improving operational efficiency by 30%.
• Managed project specifications, resources, and stakeholder alignment, delivering 95% of projects on time and within budget, ensuring seamless execution.
• Reduced project risks by 40% through proactive risk, cost, and claim management while maintaining 99.9% system uptime and effective C-level communication.
• Optimized team performance by 25% using agile methodologies like Scrum, enhancing service readiness and ensuring a 20% faster go-live for IT solutions.

• Data migration strategy consulting for core banking solution - Mainframe to Cloud migration
• Data models evaluation and analysis of value flows for a new cloud-based insurance portfolio system introduction
• High level migration strategy

• Set up AI-first Legal-Tech platform using latest LLM models and agentic development workflows.
• Launched MVP in under 5 days from idea to code.
• Setup AI-first development workflows "from call to shipped feature".

Project description: Design and step-by-step implementation of a central, multidimensional controlling platform based on IBM Planning Analytics to optimize and automate internal company planning and reporting.

Business & technical consulting: Analyzed the provided operational base data and proactively advised the controlling team on cube design best practices and optimal dimension structures.

Data integration & ETL: Designed and developed robust TurboIntegrator processes for automated data loading, transformation, and dimension maintenance.

Logic & business implementation: Implemented complex business logic and calculations with high performance using TM1 business rules (including efficient skipping/feeding).

Development of a Python HTTPS server to integrate an input widget in IBM PAW, enabling direct data write-back to TM1 cubes via the TM1 REST API.

Reporting & analytics: Created dynamic, user-friendly reports and dashboards for management and specialist departments.

Business context:

• Release 1 – direct banking (consumer loans, vehicle financing)
• Integration with a newly developed VWFS customer frontend (checkout)
• Integration with the Check24 portal
• Release 2 – vehicle financing through VW Group dealers
• Integration with the existing dealer system for document submission
• Adaptation of the document processing workflow in the new core banking system
• Integration with the vehicle documents management system
• Integration with a dealer information system

Tasks and responsibilities

• Integration interface between the project developing the new core system and the systems being integrated
• Coordination of integration scenarios, interface content and their technical implementation
• Specification of business and technical requirements for the relevant interfaces
• Planning and tracking of implementation by service providers/development teams
• Management of testing activities, test execution and defect resolution tracking
• Status reporting to stakeholders and program management

Skills and technologies

• Project management, requirements analysis, test management, testing, reporting, stakeholder management
• VTXRM Accipiens, SmartFIX, Jira, Confluence, HP ALM
• APIs, REST, SOAP, OpenAPI, XML, JSON

• Built and delivered platform for initial customers, business data simulations, AI agents, hands-on from zero
• Worked closely with co-founders and design partners to build first versions of app
• Tech stack: React, Node.JS/TypeScript, Python, FastAPI, GCP, Gemini, PostgreSQL, Cursor, Langfuse

• Program lead for a multi-year strategic partnership (~€9M device volume), reporting to the CTO (later CEO) and acting as primary executive interface to partner leadership.
• Owned cross-system delivery across firmware, hardware, cloud backend, manufacturing and partner engineering teams for two IoT products; improved system stability and observability to support reliable large-scale field operations (125k+ devices).
• Negotiated program roadmap and scope with partner leadership, aligning delivery commitments across hardware, firmware and cloud.
• Stabilized a strained executive partnership by restoring delivery reliability and establishing clear governance and scope boundaries.
• Delivered telemetry analysis system (Python, AWS) required by partner contract to detect malfunctioning heating systems and operational issues across deployed devices.