I help businesses turn complex workflows into focused AI opportunities, practical MVPs and measurable validation plans. My main focus is AEC/BIM, MEP, tendering and project-delivery workflows.

How I can help • Map current processes and identify bottlenecks. • Prioritize useful AI opportunities. • Define requirements, data/context needs and success metrics. • Scope an MVP or proof of concept, plan user trials and collect feedback. • Turn validation results into clear go/no-go recommendations.

Typical outputs, depending on the agreed scope, include a workflow map, prioritized use-case list, requirements brief and validation plan.

I bring 11+ years across engineering, project leadership, AI product operations and enterprise innovation.

Available in English and Mandarin. The listed one-week duration is an estimate for a scoped discovery and validation-planning engagement. The actual schedule, deliverables and price are agreed before work begins. Prototype development and extended user testing are scoped separately.