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FORWARD-DEPLOYED SINCE 2015 · NEW ORLEANS, LA
From hauling liquid nitrogento rocket pads,to AI Deployment Engineer.

Eleven years moving mission-critical cryogenic liquids for aerospace. Now he directs frontier AI to build, secure, and run production systems for real businesses.

For content creators, marketing agencies, accountants, and small to mid-sized businesses. You get the working system and the number it costs to run, not a course on how it works.

ALL SYSTEMS LIVE
View deploymentsThe story
WHAT YOU GET

The value, in plain terms.

You describe it. I direct AI to build it.

You bring the problem in plain English. Working software comes back in days, because AI does the labor and I do the judgment.

View deployments

Secured before it ships.

Every build walks a red team, blue team security gate before a client ever logs in. Attacked on purpose, so it holds in the wild.

Start a secured build

Your platforms, wired into one system.

Airtable, Supabase, Telegram, Google Workspace. The tools you already pay for, connected so they act as one.

The platform wall

Left running, not handed off.

Your system deploys onto your own infrastructure with backups, monitoring, and a person who answers.

Inside the workspace

See it live before you commit.

Production systems you can click through right now. Not decks, not mockups, not a roadmap.

Open the live demos

One screen for the whole operation.

Agents, deploys, and health checks, watched live from a single mission control.

Tour mission control

The world is already using AI.Are you?

THE STORY

Forward-deployed my whole career.The payload changed.

01
NITROGEN OPERATOR

I ran vaporizer systems that convert liquid nitrogen into gas for industry, embedded on-site with the customers who depend on it. That meant working inside the industrial-gas majors' own operations, on their schedule, with no room for a bad delivery.

AIRGAS · AIR LIQUIDE · MESSER · AIR PRODUCTS · MATHESON

02
ROCKET PADS

Then cryogenic transport, delivering LN2 to SpaceX and Blue Origin launch operations. I was judged on one question every time. Did it arrive, and did it work.

SPACEX · BLUE ORIGIN · MISSION-CRITICAL DELIVERY

FLAGSHIP YEARS
03
DEPLOYMENT ENGINEER

Same forward-deployed job, a new payload. I direct Claude and Codex to integrate 30+ platforms into systems that are secured and left running in production.

CLAUDE · CODEX · 30+ PLATFORMS · SECURED PRODUCTION

I'm not a software developer, and these systems don't require me to be. I direct AI to wire together the platforms your business already runs on, and I ship in days because of it.

That standard now goes into your systems. If it is not reliable, it does not ship. What that reliability is worth to a business like yours is on the next few pages.

See the deployments
FIELD GUIDE · 01

What is an AI agent?

A chatbot answers questions. An agent gets work done. Give it a goal and it runs a loop: read the situation, decide the next step, act through a real tool, then check the result before moving on. I wire that loop into the platforms your business already uses, and I test it until it holds.

READ · DECIDE · ACT · CHECK · REPEAT UNTIL DONE

DEPLOYMENTS
Built, secured, and left running.

Each one started as a real business’s most annoying, most expensive problem. A content pipeline that ate a week, a lead system that leaked, back-office work no one had time for. Here is what that looks like solved, in production, for agencies, creators, accountants, and owners.

CLIENT WORK · LIVE IN PRODUCTION● LIVE
FLAGSHIP DEPLOYMENT

A Gulf South freight brokerage’s lead engine, live in production.

A quote request lands in an encrypted database behind row-level security, and the owner’s phone lights up seconds later. Consent, privacy policy, and one-click opt-out were built in from day one, not bolted on.

NEXT.JS 16 · SUPABASE RLS · TELEGRAM · RESEND · CCPA CONSENT

CLIENT WORK● LIVE

A progress feed clients actually read.

Every working session posts one plain-English line to a personal-training client’s phone; the bot can only send, so nothing can be injected back.

TELEGRAM · SEND-ONLY BOT · REAL-TIME

INTERNAL BUILD◆ GATED

A finance platform that has to prove itself.

Double-entry ledger with mandatory MFA and tenant isolation; 89 red and blue team security checks passed before each phase ships.

POSTGRES · RLS · MFA · RED/BLUE GATES

PRODUCT▲ DEMO

One carousel engine, productized twice.

Scrapes a brand, ideates with AI, renders images in parallel, schedules the posts; then forked white-label as a sellable product.

OPENROUTER · FAL · BLOTATO · WHITE-LABEL

INFRASTRUCTURE● LIVE

A self-hosted agent platform on a sealed VPS.

Four agent profiles reachable only over a private mesh, secrets held by a broker, watchdog on duty.

HOSTINGER VPS · TAILSCALE · BITWARDEN · TELEGRAM

CLIENT WORK◆ DELIVERED

A full brand system for an industrial trucking carrier.

Design tokens to campaign storyboard to portal reskin, one coherent world.

DESIGN SYSTEM · CAMPAIGN · PORTAL RESKIN

PRODUCT▲ DEMO

A sports prediction algorithm with a live dashboard.

Statistical forecasting from run differentials and matchup modeling, surfaced on a dashboard that updates itself.

MLB STATS API · FORECAST MODEL · DASHBOARD

FOR DEPLOYMENT AGENTS
The workspace behind the work.

If you direct AI for a living, the real limits are not ideas. They are tokens, session length, and knowing what the machine actually did. We tuned our IDE workspaces around all three, so a build runs longer, spends less, and stays in full view.

TOKEN EFFICIENCY

Every token earns its place.

A two-tier memory loads only what a task needs and leaves the rest on disk. The model spends its context on your problem instead of re-reading itself, so a run goes further before it fills up.

HOT / COLD MEMORY · CONTEXT-ENGINEERED

SESSION EXTENSION

Long builds survive the session.

Work is checkpointed and handed off as it goes. When a limit hits, the next session picks up exactly where the last one stopped, so a multi-hour build never starts over.

CHECKPOINT · HANDOFF · RESUME

USAGE IN THE OPEN

Nothing runs blind.

Every run reports to a live dashboard: what it touched, how long it took, what it cost. Progress and spend stay on screen, so nothing surprises you at the end of the month.

LIVE DASHBOARD · COST · PROGRESS

INSIDE THE WORKSPACE
9
MCP SERVERS
43
KIT COMPONENTS
32
DESIGN SYSTEMS
30+
PLATFORMS

This is the brain that remembers all of it.

A live map of the memory, skills, and builds a workspace runs on. Explore it the way we do.

INTERACTIVE DEMO · FICTIONAL DATA

See How Our AI Brain Works

AI will not replace your business.A competitor using it might.

FIELD GUIDE · 02

What is an AI skill?

An agent is smart. A skill makes it smart about your business. A skill is a written playbook the agent loads when a job calls for it: how you quote, how you invoice, what your brand sounds like. It lives in plain files you can read yourself, not buried in code. Hand the same agent better skills and it does better work.

PLAYBOOKS · LOADED ON DEMAND · WRITTEN IN PLAIN TEXT

FIELD GUIDE · 03

What are Markdown files?

Markdown is plain text with light formatting marks, and it has quietly become the language AI systems run on. Instructions, skills, project memory: all of it lives in files a human can open, read, and edit with no special software. That matters because you can audit what your system knows. Nothing about your business gets locked in a format you cannot open.

PLAIN TEXT · HUMAN READABLE · AI READABLE · NO LOCK-IN

THE STACK
30+
Platforms. One operator.

Every platform below is wired into at least one working system, because I direct AI rather than write the plumbing by hand. The point is not the logos. It is that your accounts, your data, and your brand get wired into one system that runs while you sleep, and reports what it costs.

89
SECURITY-GATE CHECKS
9
MCP SERVERS
43
KIT COMPONENTS
32
BRAND SYSTEMS
AI & MODELS
Claude · Codex · Gemini · Veo · OpenRouter · Nous · Kie
MEDIA ENGINES
Fal · Higgsfield · ElevenLabs · Hedra · WaveSpeed · Nano Banana
WEB & CAPTURE
Firecrawl · Apify · Playwright · Stitch
DATA & BUSINESS
Supabase · Postgres · Airtable · Plaid · Finnhub · Resend · OddsAPI · Blotato
GOV & PUBLIC DATA
BLS · Census · FRED · OSHA · Google Workspace
INFRA & SECURITY
Vercel · Tailscale · Bitwarden · Telegram · Hostinger VPS
BUILT WITH
what the AI produces under my direction
Next.js 16 · React 19 · TypeScript · Node · Python · Tailwind · Spline/WebGL · GSAP · Excalidraw
FIELD GUIDE · 04

What is an MCP server?

Your business already runs on platforms: a calendar, a database, an inbox, a payment system. An MCP server is the adapter that lets an AI agent operate one of them safely, with permissions you control. One adapter per platform, fitted together like connections on a manifold. That is how one agent ends up running 30+ platforms without custom code for each.

9 MCP SERVERS IN PRODUCTION · ONE ADAPTER PER PLATFORM

LIVE DEMOS

Live proof, not screenshots.

These are real interactive components running in this page, built the same way client work gets built. The same pieces go into client dashboards, so an owner sees the one number that matters at a glance.

FINANCE OPS
Animated budget bars
/demos/fin-budget-bars-3d.html
FINANCE OPS
KPI counters
/demos/fin-kpi-counters-3d.html
FINANCE OPS
Approval pipeline
/demos/fin-workflow-pipeline-3d.html
FIELD SERVICE
PSI gauge
/demos/pw-psi-gauge-3d.html
FIELD SERVICE
Before and after slider
/demos/pw-before-after-3d.html
FIELD SERVICE
Process rail
/demos/pw-process-steps-3d.html
EXPLAINERS
Isometric datacenter
/demos/explainer-bento-isometric-datacenter.html
EXPLAINERS
Neon systems grid
/demos/explainer-bento-neon-grid.html
EXPLAINERS
Isometric flow
/demos/explainer-bento-isometric-flow.html

Each demo is a single self-contained file, exactly as it ships to clients.

FIELD GUIDE · 05

What is a deployment?

A demo works while somebody babysits it. A deployment works in the middle of the night when nobody is watching. Deploying means moving a system onto real infrastructure, wiring in monitoring and restarts, and proving it survives failure before it ever meets a customer. I spent 11 years delivering liquid nitrogen on that standard. It does not change because the payload did.

BUILT · SECURED · LEFT RUNNING

FIELD GUIDE · 06

What does secured actually mean?

Security is not a padlock icon. It is a list of doors, and proof that every one of them is locked. Who can read the data, who can write it, and what happens when someone tries a door they should not touch. The finance build on this page passed 89 security-gate checks before it went anywhere near real records. Locked is a test result, not a promise.

89 CHECKS PASSED · RED TEAM · BLUE TEAM

What it’s worth

What that’s worth to a business like yours.

These are honest ranges, modeled from my own build-and-run costs, not promises. The first thing I do in any engagement is replace them with your real numbers.

For content creators & marketing agencies

Content engine

Reads your brand, writes the copy, renders the images, and schedules the posts. Replaces a $1,500–3,000/mo agency retainer and runs under $50/mo in real API cost.

$18–35K/yr
Estimated value
For small & mid-sized businesses

Web + lead system

A brand, a fast website, and an encrypted lead pipeline behind it. Agencies quote $10–25K over 6–10 weeks; it goes live in about one, with leads flowing a month or two sooner.

$10–25K
Estimated value
For accountants & owners

Owner time recovered

Payroll tracking, bookkeeping, and monthly reports pulled and filed without anyone asking. 5–10 hours a week back, valued around $75/hr.

$19–39K/yr
Estimated value
Compounding · year two and on

Year-two growth

Year one lands one or two workflows. New ones then ride the same rails at near-zero added cost, so the value keeps stacking without a new build.

$75–150K
Estimated value

BASIS · figures modeled from my own build-and-run costs, stated as ranges, never guarantees. Week one of any engagement starts by replacing these with yours.

Bring me the most annoying process in your business.

The first conversation is free, and it’s honest. I’ll tell you whether the thing is worth automating, what it would cost to build, and what it would return. If the answer is don’t automate this, you’ll hear that too.

Start the conversationSee what that looks like built

You don't need to learn any of this.You need it deployed.

Contact

Put an operator on your side of the table.

Tell me what you run and what is breaking. You will hear back within a day, from me, not a funnel.