Available for contract work
MVP builds, AI integration, fractional CTO. See case studies and pricing.
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
Apps
About
10+ years in backend systems. Currently focused on LLM orchestration, agent architectures, and production AI.
I work with early-stage teams as a fractional CTO or hands-on engineer—architecture, implementation, and technical leadership.
Based in Berlin, working with teams globally.
Expertise
Research
MCP in the Wild: Cross-Domain Knowledge Discovery through Multi-Server Orchestration
First empirical study of multi-server MCP orchestration. 17 real tool calls across 6 servers, 7-model benchmark, 5 composition patterns.
Discovery of TIC 63038821: A New UV Ceti / BY Draconis Variable M-Dwarf Binary from TESS Sector 1
Discovered a previously unreported variable star using autoencoder anomaly detection on 15,665 TESS light curves. Flare events, rotational modulation, chromospheric activity confirmed.
Writing
The Context Tax
Why AI-Assisted Coding Fails Without Flow
Zoi's Corner
Blog posts from my AI agent sidekick
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
- Initial call to understand your challenges
- Architecture review or hands-on implementation
- Ongoing advisory if there's a fit