The Stack
The tools matter less than the logic behind them.
Logic Layer
Every system starts with logic: rules, conditions, and edge cases. I design internal engines that encode business rules clearly, handle exceptions predictably, and remain stable under real-world pressure.
Interfaces
Interfaces should get out of the way. What’s visible exists to guide action, not to impress. Well-designed interfaces reduce cognitive load and make correct actions obvious.
Infrastructure
Infrastructure is built to deploy quickly and operate reliably. Systems are modular and composable, designed to scale when needed or be retired cleanly without disruption.
Tooling
I choose tools pragmatically based on reliability, maintainability, and fit for purpose. The stack adapts to the problem — the outcome is what matters.
Share your idea and constraints. I’ll map the fastest path to a working system.