Field Office · Bradenton, FL · Est. Everywhere
I help teams stop experimenting with AI and start using it.
Working AI systems for business teams — not developers — built with guardrails, human approval gates, and documentation your team owns. I ship the products I design, too. Every engagement comes with an honest verdict — even when the honest verdict is "don't automate this."
PRODUCTION TIME RECOVERED
LLM PLATFORMS IN DAILY PRODUCTION
WEEKS OF CURRICULUM DELIVERED
LIVE GAMES SHIPPED
Specialties · A Multi-Discipline Operative
Most agencies send four different people. You get one who's done all of it — in production, not in theory.
Working pipelines with guardrails, review gates, and documentation — built for business teams, not developers. Nothing irreversible ships without a human click.
MULTI-MODEL PIPELINES · HUMAN-IN-THE-LOOP · ADOPTION-FIRST
Benchmarking where failure is visible instead of debatable — evaluations that end in real spending decisions, not vibes.
DISCRIMINATOR TASKS · MODEL ROUTING · COST CONTROL
40+ lesson decks, prompt pattern libraries, training and documentation that make adoption the path of least resistance for real teams.
DECKS · PATTERN LIBRARIES · TEAM TRAINING
Games, courses, and curriculum grounded in learning science — scope & sequence, UDL, no-fail-state design. Three live games and 78 weeks of curriculum to show for it.
STACKADOO · PHONICS FOREST · CASTLE MATH QUEST
Case Files · Hover to Declassify
Real systems, built and operated in production — architecture, model routing, and the failures that shaped the guardrails.
A two-lane job pipeline: cheap models for volume, Claude where quality is the bottleneck — hard guardrail gates built from real failures, and a human click on every submission.
One head-to-head ended a subscription and moved that model to per-call access. Evaluation that terminates in spending decisions.
LinkedIn-first B2B agents that research and draft behind brand gates — nothing posts without a human click.
A browser-based 3D building game for grades 2–5: kids solve math, reading, spelling & grammar to earn blocks — then build whole worlds. No ads, no chat, kid-safe. Playable right now.
Three live learning games, an 8-week robotics course, and the full curriculum archive live at my EdTech field office.
The Dossier
I'm not a software engineer — I'm the orchestrator. I own the design; I direct AI tools like Claude and Codex through the build, prompt by prompt, with human oversight at every step.
Three-plus years of daily fluency across AI tools, plus a background in curriculum, e-commerce operations, and digital marketing. The person your team calls when "we tried AI but it didn't stick."
No pitch deck. No hype. Just a straight answer.
Start with a 30-minute Workflow Audit. Bring the one workflow that eats your team's week; leave with a one-page findings memo within 48 hours — what to automate, what to gate, and what to leave alone. No pitch. If there's no build worth doing, the memo says so.
Or download: Capabilities PDF · Prompt-pattern library PDF