I find problems worth solving, and ship products that solve them.

Product manager for emerging technology, grounded in shipping real software. I built and led a Video AI SaaS security platform, taking it from a legacy-system rebuild to a live product, and I pair problem framing with hands-on prototyping to test ideas before a team commits to building them.

See case studies → Get in touch

Product discovery User research Problem framing Positioning & strategy Prioritization Rapid prototyping Metrics & experimentation 0→1

How I work

A repeatable way of turning ambiguity into a product decision you can actually measure.

Frame the real problem

Get close to the people who live it, then separate the symptom from the cause. The best products come from a problem stated so precisely that the solution almost falls out of it.

Find the riskiest assumption

Every product idea rests on one assumption that, if false, sinks it. I name it, then design the cheapest test that could prove it wrong.

Prototype to decide

I build working prototypes to turn debates into evidence, and to feel the product, not just spec it.

Define the outcome

If we can’t measure whether it worked, we haven’t finished designing it. I bake the success metric in from the start.

Case studies

Two 0→1 projects in emerging tech, each framed, prototyped, and pointed at a measurable outcome.

0→1 · AR interaction

Silent AR

The interaction model for AR glasses is unsolved: voice is awkward, gestures are conspicuous, the phone breaks the promise. I framed the problem and prototyped three discreet ways in, across two platforms.

Problem framingPlatform strategyPrototype to test

Case study 01Read →

Adaptive learning · Health / EdTech

Clinical Reasoning AR

Med students know the theory but freeze at the bedside. I designed an adaptive tutor that makes them discover the clinical reasoning themselves, on a holographic patient, so it transfers. Built to ride on top of an XR clinical simulation platform.

Discovery learningFading scaffoldPositioning

Case study 02Read →

Let’s build something worth using.

I’m open to Product Management roles in AR, education, and AI. The fastest way to reach me is email.

Email me → View résumé GitHub