About
How do you design a system that has to make good decisions repeatedly—and remain understandable and robust as its environment changes?
Current · Primary work
I am founder and managing director of A.IX Capital. My primary professional work is developing systematic approaches to investment and risk management: turning investment ideas into clear, repeatable, automated processes.
A.IX Capital ↗Open-source work
I have worked with django CMS for many years. What began as software contribution increasingly encompasses product direction, architecture, ecosystem development, and stewardship.
I am particularly interested in the boundary between content systems and applications: giving editors meaningful control without dissolving the architecture that makes software reusable and maintainable.
Selected projects →Background
My background spans physics, business, and management consulting. Those fields taught me to move between models and implementation, and between what appears optimal in theory and what remains useful under real-world constraints.
What connects these things?
My work in finance and software looks quite different on the surface. What interests me in both is designing systems that have to make good decisions repeatedly and remain robust as conditions change.
That leads me to questions about architecture, incentives, automation, risk, feedback, and the role of human judgment.
Now