Research & development
Exploring ideas, testing approaches, and turning experiments into working systems.
Software architecture, development and research
Less noise.
Clear code.
Building. Testing. Refining.
AI where it actually matters.
Not theory. Practice.
Research & development
Architecture
Refactoring
Not theory. Practice.
Tools don’t replace thinking.
AI included.
What I do
Architecture
Systems that stay understandable over time.
Development
Code that does what it should — and nothing else.
Refactoring
Removing complexity without breaking behavior.
AI
Used where it makes work faster, better, or simpler.
Code cleanup
AI-assisted cleanup of messy, overgrown, or vibe-coded systems.
Method
Simplicity is a feature.
Less layering. Less magic. Less noise.
Tools don’t replace thinking.
AI is a tool too.
Experience
Long enough to see what works and what doesn’t.