Useful questions.
Working answers.

I approach AI with a creative director’s perspective: understand the problem, make the workflow tangible, and keep a person responsible for the decisions.

Frame the problem.

Start with the real task and the person doing it. Define the useful outcome before choosing the tools.

Build to learn.

Direct AI-assisted implementation, test the journey, and use what becomes visible to improve the product.

Make review part of it.

Show uncertainty and evidence. Design clear human decisions, stopping points, and honest project boundaries.

Illustrated Storage Resale Assistant workflow: capture, identify, compare, review, and prepare a listing

From a photographed item to a considered listing.

Private application · Release validation outstanding

Illustrated AI Trading Research Lab workflow showing research, experiments, evidence review, and paper-only validation

Make the evidence as visible as the idea.

Research & paper-trading prototype · Live trading disabled

Illustrated Luna AI Local demonstration of a customer request, qualification, follow-up, and booking workflow

Luna AI Local

Applied AI

Better follow-through, designed from the first call.

Local demonstration · Simulated data & deterministic responses