I build AI-native systems for operations, automation, and decision support.
I focus on turning messy workflows into durable software systems that reduce manual effort, improve decision quality, and create leverage.
- Repo Risk Intelligence — analyzes repository ownership concentration and bus-factor risk
- command-matrix — portfolio of systems architecture case studies and decision records
- AI Growth Engine — AI growth operating system site
- systems thinking
- AI workflows
- product strategy
- execution that compounds
Contact: LinkedIn