My services

Complex systems require more than individual tools. They require someone who sees the whole. I offer six services that together cover the entire lifecycle of your systems: from building and moving data to analyzing, validating and leading development forward. With roots in safety-critical engineering and modern data tools, I deliver solutions that hold up.

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Visualize

Turn raw data into clear decision support that your organization actually uses. I build semantic data models and interactive dashboards in Power BI and modern web frameworks, tailored to the questions your organization actually asks.

Through thoughtful data modeling and visual design, I translate complex system data into insights that both leadership and operational teams can act on. The result is not just better-looking reports, but a shared language around data that speeds up decisions and frees up time from manual reporting.

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Move & store

Build a solid data foundation that grows with your business. I design and develop data pipelines, integrate systems and model data with PostgreSQL, APIs and cloud platforms to ensure that the right data reaches the right place at the right time.

With experience from real-time platforms and system integration in production environments, I help you avoid the classic pitfalls: scattered data sources, manual exports and unclear ownership. A well-built data infrastructure is the foundation that makes analytics, BI and AI possible in the first place.

Analyze & predict

Get more out of your data through statistical analysis, numerical modeling and machine learning. I use Python with frameworks like Pandas, NumPy, Scikit-learn and PyTorch to produce forecasts, detect anomalies and automate insights directly from your system flows.

With a background in both advanced numerical simulation and modern data analysis, I combine engineering precision with modern AI tools. That means the models I build don't just perform well on paper, but hold up under real production environments and scrutiny.

Build

Develop custom software solutions that solve exactly what your business needs. I build automated tools, computational programs and system integrations in Python, C++, Go and JavaScript, tailored to your processes rather than the other way around.

When off-the-shelf solutions aren't enough, I deliver reliable code with the same quality standards required in heavily regulated industries. The result is tools that replace manual work, automate recurring flows and free your specialists to focus on what truly requires human expertise.

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Ensure quality

Validate that your systems, models and data work as they should, before it becomes a problem. I verify technical models against empirical data, audit data quality and set up frameworks for continuous quality assurance of complex systems.

With rigorous methodology from safety-critical industry, I bring a scrutinizing eye to everything from semantic data models to numerical simulations. This strengthens internal trust in your systems, reduces the risk of costly errors and provides a stable foundation for data-driven decisions.

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Lead the process

Drive technical development projects from initial requirements to validated delivery. I lead the entire process with agile methods, facilitate FMEA workshops and handle regulatory compliance such as CE marking, with experience from both industrial manufacturing and modern software development.

As project leader and facilitator, I build the bridge between technical experts, decision-makers and end users. Through structured requirements specification, clear priorities and continuous validation, I ensure that projects deliver on what actually creates value, not just on what was first written in the specification.