Technology
Proof stack from the live factories work: real numbers, named systems, Gauntlet and Superbuilders. For people who already heard of me.
Book a strategy callThe Concept
A factory takes an input and reliably produces an output at scale, at low cost, without a team. A craftsman builds one thing at a time using skill and judgment. A factory builds the same thing a thousand times using systems and machines.
The Craftsman
Skilled. Slow. Expensive. Every output depends on one person's time and judgment. The business doesn't scale. The person does.
The Factory
Deterministic. Fast. Cheap per unit. The same input produces the same output every time. The business scales independently of headcount.
The Framework
Most businesses have none of these. The ones that build all three run on infrastructure, not headcount.
Produces your product at scale.
Takes a brief or template and outputs a finished, deployable product: an app, content, a marketing asset, software. What used to take a team and weeks now takes a pipeline and minutes.
Examples
Finds and converts customers automatically.
Sources leads that match your ICP, drafts personalized outreach, sends it, tracks replies, and routes interested prospects to your calendar. Runs daily without a sales rep.
Examples
Handles fulfillment and learns to improve.
Takes a customer order, fulfills it, processes payment, sends confirmation, and feeds performance data back into the system so the next run is better. The business runs itself.
Examples
Proof of Concept
These are production systems with real outputs. Not demos.
Property photos in → branded video reels out.
Takes a listing's photos, generates a branded video reel with captions, music, and watermark, then delivers a posting package for Instagram, TikTok, and YouTube in under 10 minutes per property.
App concept in → App Store listing out.
A five-stage deterministic pipeline: Discovery → Design → Build → Submit → Marketing. Each stage has quality gates that must pass before the next stage begins.
Five businesses. One autonomous infrastructure.
A single HTTP server that orchestrates lead sourcing, personalized outreach, social posting, payment processing, fulfillment, and order confirmation across five business models on daily cron jobs without a team.
Rebuilt a bankrupt public company with AI in weeks.
Part of the Gauntlet AI elite engineering fellowship in Austin. Led the AI Campaign Builder and agentic system integration across teams, replacing 15-year-old workflows with multi-agent architecture.
Current Proof
Named roles and photos from the hub set. No invented logos.
Gauntlet AI
Residency stills: dashboards, Grok Bot installation work, and build collab on real systems.
Gauntlet AI
Lab and collaboration stills from the same program. Screens and builds, not stock.
Role
Current day job. Marketing systems and AI engineering for Superbuilders.
Photo is from hub tech stills. Superbuilders logo screenshot is not in the set.
Live product
Client websites and build work I ship and maintain.
Open live →Credential
First iOS engineer
Built the fully transactional, multilingual global iOS app for international money transfers. By the time I left, the app moved more money transfer volume than any other channel.
Text credential. No MoneyGram product screenshot in the hub image set.
Social proof
How I Work
From a full factory build to a focused operator consult. Right-sized for where you are.
I design and build your AI factory end-to-end.
You have a production workflow that is expensive, slow, or dependent on headcount. I identify the system to build, architect it, build it, and hand you a running factory. You keep the IP and the infrastructure.
A specific factory for a specific problem.
You're an operator with one workflow to automate. You need a machine, not a transformation. I scope it tight, build it fast, and you're running in weeks.
I teach your team to build their own.
Half-day or full-day intensive. I walk your team through the factory model, live-build a prototype for your actual workflow, and leave them with architecture patterns to keep going.