— Building Intelligent Systems
- AI Systems
- Open-Source AI
- AI Security
- Red Teaming
- Agents
- Local Models
- Interfaces
- Evals
01Selected Work
02Discipline
I build AI systems — and I try to break them before someone else does.
Open-Source AI
Local models, tooling, and the ecosystem around them.
AI Security
Adversarial testing as a first-class engineering practice.
Agents
Systems that plan, act, and hold up under real use.
Interfaces
The shortest distance between a person and a model.
03Writing
04Contact