I see the whole system
Architecture, product surface, rollout, evidence, and adoption remain one problem until the user can trust the result.
Drag to turn · arrow keys to inspect
Memory, authority, and execution are separate concerns. The green thread is what must survive their handoff.
I bring production ownership across healthcare, fintech data, and backend systems, alongside founder-led work in AI infrastructure, learning products, research tools, and interactive 3D. I connect the architecture to the experience people actually use.
Don't take the claims. Take the receipts — every one scored against six proof criteria, failures included. Open the ledger
What changes when I join the problem
I can move from a failing background workflow to a product hierarchy, a trust model, or a founder decision without losing the connective tissue between them.
Architecture, product surface, rollout, evidence, and adoption remain one problem until the user can trust the result.
Agents expand my execution surface across code, research, quality, and distribution; judgment and accountability stay authored.
Healthcare and regulated data systems trained me to make failure modes smaller, rollouts reversible, and decisions legible.
Install paths, operator hierarchy, interaction details, and proof are not polish after the engineering. They complete it.
Three ways to inspect the claim
Product thesis, shared work graph, client ecosystem, trust boundaries, quality bars, receipts, distribution, and the operator surfaces that connect them.
Inspect the flagship →
HIPAA production · reassessments · reversible rollout · measurable reliability.
Inspect Alma →Product-culture proof / ConfigFigma and Chill · global BIPOC design community · play, iteration, and action.
Watch the talk ↗Where the fit is strongest
Founder collaborations, senior/staff IC roles, and small high-agency teams building agent platforms, developer tools, data-intensive products, learning experiences, or operational software where architecture and interaction need equal care.