Projects
GoVisual
HTTP request visualizer for Go applications to debug complex services quickly
FastAPI Radar
Real-time monitoring and visualization for FastAPI APIs to keep services healthy in production
LLMDog
Context preparation toolkit that keeps LLM responses reliable for complex inputs
PromptPilot
Prompt engineering and optimization toolkit for shipping LLM features faster
GIQ
AI-enhanced Git workflow assistant that automates code review preparation
About
I'm a backend and AI engineer with 10+ years of experience helping teams ship reliable systems.
I design architectures, integrate LLMs safely, and help startups avoid scaling and cost traps on AWS and modern cloud stacks.
Based in Berlin and working with clients worldwide as a fractional CTO, architecture advisor, or hands-on systems engineer for 4–40 person teams.
Expertise
Writing
The Context Tax
Why AI-Assisted Coding Fails Without Flow
Engineering Team Management Principles
Building and leading high-performing teams
These articles reflect how I think about teams, systems, and long-term maintainability—the same lens I use when advising clients.
How I work
- 60–90 minute architecture or AI integration audit
- Short written summary with recommendations
- Ongoing advisory or implementation if it's a good fit