AI Engineering
I design and integrate LLM-based productivity features into existing internal tools and enterprise web applications. The focus is on practical automation, excellent usability, and safe operation in regulated environments.
My work helps teams reduce manual effort, improve knowledge access, and support operational workflows using production-ready AI systems that fit seamlessly into their current software landscape.
- Integrated into existing web, desktop, or SaaS systems
- Designed for real users: technicians, operators, and knowledge workers
- Maintainable architectures with transparent behavior and cost control
- Secure by design, GDPR-compliant, and EU AI Act–ready
Software Architecture
I design robust, evolvable software architectures for complex web and SaaS applications. The focus is on long-term maintainability, clear domain boundaries, and architectures that scale with teams, products, and business requirements – not theoretical diagrams.
My work helps organizations stabilize existing systems, enable faster feature delivery, and reduce technical risk by establishing practical, well-documented architectural foundations.
- Designed for real-world constraints: teams, timelines, legacy systems
- Clear separation of concerns and domain boundaries
- Architecture decisions that balance scalability, complexity, and cost
- Documentation and guidance that teams can actually follow
Software Development
I design and develop custom software solutions that are reliable, maintainable, and built to operate in real production environments. The focus is on clean implementation, predictable behavior, and software that can be safely evolved over time – not short-lived feature delivery.
My work supports organizations in building and extending applications that integrate seamlessly into existing systems and processes, from internal tools to customer-facing platforms.
- Production-ready code with a strong focus on quality and stability
- Close alignment between technical implementation and business requirements
- Thoughtful integration into existing architectures and workflows
- Clear communication and predictable delivery
DevOps Services
I design and implement DevOps practices and delivery pipelines that enable teams to ship software reliably, repeatedly, and with confidence. The focus is on automation, operational transparency, and systems that remain stable as complexity grows.
My work helps organizations reduce deployment risk, improve feedback loops, and establish predictable delivery processes that support both development and operations.
- Automation that reduces manual effort and operational risk
- Delivery pipelines designed for real production environments
- Clear visibility into system health and deployment status
- Tooling choices aligned with team structure and existing platforms
Test Automation
I design and implement automated testing strategies that ensure software quality without slowing down development. The focus is on early defect detection, regression safety, and tests that remain stable and maintainable as systems evolve.
My work helps teams reduce manual testing effort, gain confidence in changes, and establish reliable quality gates for continuous delivery.
- Tests aligned with architecture and system boundaries
- Fast feedback for developers and CI pipelines
- Stable, maintainable test suites with low flakiness
- Quality assurance integrated into daily development workflows
User-Centered Design
User experience is treated as a core quality attribute across all my work – not as a separate design phase. I apply user-centered design principles throughout architecture, development, and AI integration to ensure that systems are understandable, efficient, and usable in real operational contexts.
This is especially critical for internal tools, enterprise platforms, and AI-supported workflows, where poor usability directly undermines productivity, adoption, and trust.
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UX considerations embedded in architectural and technical decisions
- Focus on professional users and complex workflows
- Clear interaction patterns and predictable system behavior
- Design decisions grounded in real usage, not assumptions
It's about not about servicesyour businessyour demandsyou .
Every customer, every business and every project is different. I always accommodate my services to your individual customer demands. No matter if the required role is clearly known upfront or the project is facing frequently changing requirements. Due to my broad knowledge in various skill areas I can quickly slip into a different role and support your project where needed.