// areas of work
custom software
technical processes and data
from first outline to production
Since 2019, I have been building software alongside teams at BMW, MAN, and Scania for their daily engineering work. The work ranges from test automation and data management for automated driving to data workflows for machine learning.
// what I do
I work with domain experts to clarify what is actually needed, build the parts that matter, and support the solution through to production. My work spans frontend, backend, data processing, and cloud infrastructure.
SaaS Product & Selected work
Learn more about my B2B SaaS product SARA State Aid ↗ or view client projects under ~/work.
Selected client work
Scania
2025 – present
Building data workflows for several ML applications and integrating them into the existing MLOps environment.
IAV / Icarus Ecosystem
2024 – 2025
Building an MCP-native developer platform and AI automation for code reviews.
MAN / ATLAS-L4
2023 – 2024
Rebuilding data management for collecting and processing large volumes of truck sensor data.
BMW
2019 – 2025
Evolving test automation from established Excel workflows into a web application for test teams.
Contact
For an exchange about software development in technical product and engineering teams, get in touch.