Manifesto
- • Design for uncertainty, not only for certainty.
- • Treat workflow as first-class product surface.
- • Keep prototypes reversible and measurable.
- • Expose confidence levels as interface primitives.
about
Building prototype systems for AI-assisted clinical development and operator tooling.
2019
Moved from pure execution to system-level design thinking.
2022
Started combining clinical workflows with AI-native tooling.
2025
Launched StochStack as a signal-driven prototype and editorial lab.