I build companies’operating systems.
Twenty-five years across engineering and the P&L. Today I architect and ship entire companies’ infrastructure with frontier AI: commerce, agents, trading systems, and the investor materials above them. From definition to production in days, not quarters.
All of this shipped in
the last six months.
This is a sample of recent work, not the full portfolio: online stores, AI agent teams, trading systems, investor portals, and complete ventures. Every one of them is live right now, with real customers and real money running through it. If you want to know what I could build for you, start here.
Multi-brand luxury commerce
Fine art, specialty coffee, memberships, and expeditions on one platform: browse to doorstep, an AI workforce across six functions, and the growth engine underneath, all built solo.
The commerce platform →A fund that trades itself
Twenty-plus systematic strategies, a self-retraining AI advisor, and a verified track record that is never retro-fitted. Reports every four hours without a human in the loop.
The trading platform →Six AI agents for a new fund
An AI-native investor portal delivered as client work: role-based agents for strategy, acquisitions, finance, market intelligence, asset management, and investor relations.
The fund portal →A living share of the planet
A consumer venture designed end to end, where a dollar protects a real square foot of standing forest. Strategy, brand, interactive product, financial model, investor materials.
The venture design →The work.
01
One platform, two luxury brandsThe complete online stores for two luxury brands: 86 product pages, checkout, payments, and print fulfillment, built and run by one person.
86 product storefronts
→
03
An AI trading engineTrades a fund’s portfolio autonomously: selects trades, manages risk, reports every four hours, and learns from its own results weekly.
20+ systematic strategies
→
04
Six AI agents for a new fundAn AI-native investor portal for a newly formed real estate fund: strategy, acquisitions, finance, market intelligence, asset management, and investor relations, each as a role-based agent.
6 role-based AI agents
→
05
A venture, designed end to endA consumer nature-protection company taken from blank page to live product: strategy, brand, interactive simulation, financial model, and investor materials.
$1 one living share of forest
→
06
The AI back officeAI agents doing the marketing, finance, customer service, sales, and legal work of a nine-person team, for a few hundred dollars a month.
~$950K annual headcount replaced
→
Fixed scope. Fixed price.
Defined end.
I am the principal and the builder; there is no leverage pyramid to pay for.
Advisory Call
One hour on your specific problem. You leave with the answer and the plan.
Research Sprint
A decision-grade research brief on any market, competitor set, or question.
Investor Package
Pitch deck, three-statement model, one-pager, built to survive diligence.
AI Readiness Audit
Every function mapped to what AI genuinely replaces, with a costed plan.
Executive AI Workshop
A half day with your team, taught from a live P&L rather than slides.
Build Sprint
One production system shipped end to end. Weeks, because I build it myself.
Define. Design. Ship.
Define
We name the problem precisely and map every function against what AI genuinely replaces today versus what it does not. Fixed fee, fixed calendar.
Design
The operating model, the architecture, and the costed plan your CFO can defend. You see exactly what will exist before anything is built.
Ship
I build it myself and hand it over running, with your team trained to operate it confidently after I leave. Days and weeks, not quarters.
Where this work applies.
The method transfers anywhere software runs a business. These are the rooms I have already worked in.
Luxury & consumer brands
Commerce, membership, and brand systems for premium positioning.
E-commerce & DTC
Storefront through fulfillment, subscriptions, and the growth engine underneath.
Investment management
Trading systems, fund portals, and investor-grade reporting for funds and family offices.
Real estate
Underwriting platforms, market intelligence, and AI-native investor experiences.
Travel & hospitality
Two decades operating tour and travel businesses, from booking engines to expeditions.
Private equity portfolios
AI operating diagnostics and value-creation builds inside portfolio companies.
Media & creative
Video pipelines, content engines, and brand systems run as software.
Health & performance
Coaching products and data systems built around individual human performance.
Tell me what you need
and when.
I reply within one business day, usually faster.