01What kind of work fits you best?+
Work connecting domain processes with software: AI-assisted automation, C#/.NET backends, APIs and B2B integration, and full-stack products. I enjoy bringing structure to established workflows and making a useful first step actually usable.
02Is AI your only focus?+
No. My foundation is business processes, long-lived software and integration. AI extends that work where output remains inspectable. Data models, failure handling, understandable interfaces and operations matter as much as the model.
03What do owner-built products show beyond a demo repository?+
An owner-built product connects interface, domain workflow, integrations and delivery. A synthetic lab isolates one specific pattern so it can be inspected quickly. Both are valuable; I deliberately distinguish their provenance and evidence scope.
04Can I inspect code or technical material?+
Evidence pages link to published labs, OpenAPI files, mapping examples, runbooks and sanitized case studies. They do not expose private applications or employer code. Each reference explains what can be inspected publicly.
05What could a first conversation look like?+
Start with a concrete challenge: which process costs your team time, where do failures occur, and which system boundaries matter? From there we can establish fit, onboarding needs and a useful first contribution.
