Gilberto Piña - VMG Systems
AI Infrastructure

Architecture of
Momentum.

AI infrastructure architect shipping production-grade systems in 28 days. IaC-first, zero ClickOps, built to last.

ex-McDonald's Global Technology14,000+ LocationsPatent-Pending AOT
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Chicago, IL
00:00:00
VMG Systems Technical Architecture

VMG Systems

Technical consulting specializing in "Clean Slate" architecture and resilient infrastructure.

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Genubi

Current
Chief of Eng
AI coaching platform for automotive dealerships. 28-day clean-slate rebuild across 5 services: React Native, FastAPI, Gemini AI, Next.js, GCP.
Prod • 99.5% Uptime • 4× Latency Reduction
Past Engagement · Global Technology

McDonald's AOT

Core contributor to the Automated Order Taker, McDonald's AI-powered drive-thru voice system, now patent-pending and deployed globally.

82%
Order Accuracy
14K+
Locations
Infrastructure Stack
GCPAWSPythonReact NativeNext.jsTerraformDockerTailscaleGeminiClaudeLangfusen8n

The Methodology

What is Clean Slate?

Clean Slate is VMG's engineering methodology: every engagement starts with Infrastructure as Code from day one. No ClickOps, no legacy baggage. A monorepo structure gives AI agents and engineers full context across the stack, and a strict Plan → Act → Validate loop prevents expensive mistakes before they ship. The result: production-ready systems in 28 days, built to last.

Clean Slate Architecture Blueprint
Clean Slate Engagements

Ready to ship?

Your stack rebuilt. Production-ready in 28 days. No ClickOps. No shortcuts. Full IaC from day one.

Book a Free 30-Min Architecture Call

Limited availability · 2 engagement slots open Q2 2026