Ideas are easy; making them work is the trick. I help you turn a sketch into something shippable—an automation, a dashboard, or a compact ML model—and grow it sensibly.

For charities, social enterprises and small teams, I provide the missing capacity: lightweight automations and clear analytics that save time without locking you into tools you don’t want.

Technically, I favour small, robust pieces over grand rewrites—Copilot Studio, Python agents and reproducible ML—Git-tracked, tested, documented, and integrated with what you already use (security-first, no vendor lock-in). The playbook is simple: start small, prove value, scale the winners. If it won’t pay back, I’ll say so early. Ethical projects only.