
Currently exploring: Gravity
An original composition turned into an interactive spatial experience.
Explore GravityAI product leader, builder, and composer.
I turn emerging AI capability into measurable outcomes, trusted adoption, and better human work.


An original composition turned into an interactive spatial experience.
Explore Gravity~800 daily active users
annualized checkout upside
~2,000 hours saved annually
projected annual impact
A portfolio that listens
Give the site a role or brief and it will suggest the strongest evidence to examine first.
Find your way into the work
Explore a role, follow an interest, or ask a question as you browse.
Selected work
Enterprise adoption, platform strategy, and customer experience—each tied to concrete decisions and observed outcomes.
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Senior Product Manager, AI Platform Strategy
A strategy story about how an early customer-facing AI prototype and UX validation shaped my thinking around reusable systems, workflow-based adoption, and platform direction.
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Selected Work
A high-stakes checkout redesign that succeeded not just because of the experience changes, but because better product, UX, and engineering collaboration led to stronger decisions during build, a cleaner launch, and measurable lift.
Live products
Working products make the tradeoffs visible. They create a place to test the workflow, the trust model, and the experience rather than stopping at a strategy deck.
Conversational OMS prototype showing how AI can support order lookup and cancellation inside enterprise workflows with clear safeguards and user control.
View productGoverned AI workflow with source-audited retrieval, role-aware generation, evals, and human review.
View productAn early-stage research grounding product combining literature and patent signals for trustworthy immunology exploration.
View productCreative systems
These projects are not a separate side of the portfolio. They show the same systems thinking through music, game mechanics, listener perspective, and live human choice.

An original album about ambition, burnout, recovery, and repetition, transformed into a tactile eight-chapter game.
Explore project
A composer-built adaptive score exploring how music can follow the emotional shape of live tabletop play.
Explore project
A second Gravity build where Astra and Blender enabled richer 3D instruments and navigable worlds—while human testing forced a simpler gesture model.
Explore projectPoint of view
The strongest systems improve the numbers and the experience of doing the work. My essays make the operating principles behind that belief explicit.
“One of the rare few who can actually execute AI strategy — and knows the difference between a compelling demo and a deployable solution.”

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