Consulting

Difficult technical problems rarely fit inside one job title.

I work with selected founders and companies when they need an independent technical perspective and hands-on reasoning.

A clear view of risks, options, boundaries, and the simplest system that meets the real requirements.

Find where probabilistic systems create leverage—and where deterministic behavior is the feature.

Second opinions, technical diligence, modernization strategy, and complex technical decisions.