Useful AI starts with judgment.
I founded and ran an investment business, worked on nonprofit research, and managed customer-facing operations. I now design AI workflows and tools, bringing that experience to decisions about what to build, how to evaluate it, and how people will use it.
Selected work
Fairfield County’s Community Foundation
AI-assisted civic research and data review for nonprofit planning.
Aaron’s Autonomous Alpha
An autonomous trading system in active development, with reusable agent tools.
Quantum Digital Assets
Founding and running an investment business: strategy, operations, investor relationships and reporting.
Quantum Horizon
Investment reporting, risk measures, and financial education—explore the interactive demo.
Explore the dashboardIllustrative demo Demo fundDemo equityBTC referenceHistorical snapshot · 2020–2026The Overseer
A private mobile interface for requesting AI-assisted work and receiving results.
Custom AI Tools
The skills, plugins, and working methods I designed to solve recurring problems.
PF AI
A NotebookLM reference assistant built and personally used at Planet Fitness.
Iron Protocol
An AI workout coach used personally and shared free with fitness beginners.
SyncHub
Personal file-sync automation across three cloud storage services.
AI-assisted career workflow
Portfolio design, AI collaboration, source-based writing guidance, and document production.
The Living Brief
An on-demand AI guide to the public work, with links to its sources.
What would you do with imperfect evidence?
Change the facts. Weigh the consequences. Explore the Decision Lab.
Follow the threadDifferent settings. A developing direction.
Trace the work from business operations to applied AI and service.