Designed and delivered analytics platforms, forecasting engines, and integration layers for clients in finance, healthcare, and logistics. Reduced reporting cycles from weeks to hours while cutting infrastructure spend across every engagement.

Open-source tooling for reproducible model pipelines; long-form writing on software economics; an annual technical field guide written for non-technical executives navigating applied machine intelligence.

Frequent speaker and workshop lead on pragmatic architecture, data infrastructure, and the boundary between automation and judgment.