I’ve been programming ever since I started building a website for my dad’s band back in 2004. Good old times. Between then and now, I’ve gained years of experience in greenfield projects as well as legacy environments through software/infrastructure architecture and DevOps practices. Today, much of that experience goes into AI-native product engineering: LLM-powered products that hold up in production, and agentic workflows that let small teams ship like big ones.

I consider myself a so-called »T-shaped developer« where the vertical line of the »T« visualizes my depth of expertise in frontend development while the horizontal line represents my breadth of knowledge in backend development, operations, architecture, design, product, and staffing.
Lately, the »T« has been turning into a »π«: a second vertical line has grown into AI engineering – LLM integrations, agents and their orchestration, retrieval and search, evaluation, and guardrails.
In both my day job and my side gigs (i.e. in the evenings and on the weekends), I’ve built software to help my clients grow, mentored other engineers, interviewed engineering candidates, figured out how to build stuff that’s complicated, and managed stakeholders while maintaining a high level of hands-on development skills.
These days, that also means designing agent architectures, defining evaluation strategies and guardrails, documenting decisions so teams can inherit what I build, and helping organizations adopt AI as a way of working rather than a side experiment.
I’m based in the exurbs of Munich, work remotely, am experienced with agile projects, and speak English and German.
Due to non-disclosure agreements, details will generally be kept high-level and clients won’t be named but only their industry as this may be helpful to get a better understanding. Feel free to contact me in case you’re looking for more details.
Client industry: Energy
Client industry: Digital Experience Platform
Client industry: Logistics / Supply Chain Technology
Client industry: Logistics / Supply Chain Technology
Client industry: Startup
Client industry: Startup
Client industry: Telecommunication
Client industry: Media
Client industry: Startup
Client industry: Media
Client industry: Technology
Client industry: Automotive
Client industry: Startup
Client industry: Media
Client industry: Automotive
Client industry: Media
Client industry: Media
Client industry: Media
Client industry: Media
Client industry: Automotive
Client industry: Telecommunication
Client industry: Telecommunication