IxD

How I work

I take products 0→1 as a solo AI-first product engineer — evidence-led research, interaction design, design systems, front-end engineering, agent architecture, and deployment.

  • Evidence before pixels.

    Every product here started with a real problem and real source material, not a moodboard. When I build AI features, the output has to be traceable back to something a human actually said or published — that constraint shapes the architecture, not just the copy.

  • Design and code are one job.

    I don't hand off. The interaction model, the design tokens, the component API, and the deployed front end are the same decision expressed four times. Doing them together is what makes shipping in days instead of quarters possible.

  • AI in the loop, human at the gate.

    AI does the assembly. A person approves the result. Every agent I've built has explicit approval gates, because a system that can't be stopped is a system nobody trusts in production.

  • Ship it, then learn from it.

    All seven products are live, indexed, and getting real traffic. Nothing here is a case-study mockup.

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