Full-Stack Development
Modern frameworks, SSR architecture, production systems.
✨ AI Systems Architect
Build better with Chris
Building intelligent systems that actually ship to production.
How I Work
Collaboration by design
I'm a strategic orchestrator who discovered that the gap between "vibe coding" and production systems isn't as wide as people think if you know how to work with AI.
I don't just use AI. I architect how humans and AI systems collaborate.
What I Do
Problems I solve
AI Systems Architecture
LLM integration, behavioral alignment, prompt engineering.
Technical Strategy
Infrastructure design, deployment pipelines, automation.
Proof of Work
Built, not pitched
Interactive demos and behavioral evaluations.
Sycophantic Capitulation
Behavioral Evaluation Demo
Testing and fixing Claude's tendency to abandon correct answers when users push back.
Tech Stack
Tools I master
FrontendReact, TypeScript, SSR
BackendNode.js, Python, APIs
InfrastructureSelf-Hosted, Hardened, Automated
AIClaude API, Prompt Engineering