Start with the real work.
Explore a growing collection of work across responsible AI, personal agents, project visibility, lightweight warehouse tools and field adoption. Each case keeps the problem, the judgement and an inspectable design canvas.
How a non-technical consultant designed an AI a bank would actually trust
A bounded, evidence-first investigation agent designed around banking risk—not an ungoverned chatbot.
The AI agent that job-hunts for me
Evidence-grounded role discovery, visa-aware matching and a résumé pressure-test—without automating consequential decisions.
From WhatsApp chaos to one steel project board
A shared, role-owned project record replaced status hunting across chats and exposed delays before customers did.
What actually helps an ‘uncle’ is a tool, not software
A portable, offline picking-summary tool reshaped a messy warehouse export around how staff actually pick.
A perfect system that nobody used
Field observation revealed why a global 5G delivery system failed—and how a mobile-first workflow could earn adoption.