AI & Machine Learning

I help teams figure out where AI actually creates value — and where it doesn't — before writing a line of model code. That usually means predictive analytics on data you already have, workflow automation that removes manual busywork, or a custom model built around a specific business problem.

I work across the stack: data pipelines, model selection and fine-tuning, evaluation, and shipping the result behind an API your product can actually call in production.

Typical deliverables: a feasibility assessment, a working prototype, and a production-ready AI feature integrated into your existing systems.