Security-first AI platform engineering & RAG
CodeWheel AI is a security-first AI consulting practice led by a 15+ year senior engineer. I design and build production-grade AI platforms - RAG systems, agent workflows, vector search, and multi-tenant SaaS architectures - with penetration testing and threat modeling built in from day one.
I work directly with founders, CTOs, and engineering teams who need reliable AI features, hardened infrastructure, and a clean architecture that scales with no hidden technical debt. My background spans full-stack engineering, DevSecOps, Rails/Next.js modernization, and AI platform design on Vercel, Astro, and modern cloud environments.
Clients bring me in when they need:
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Secure RAG pipelines that retrieve the right data
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Agent workflows that don’t collapse under branching
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Multi-tenant SaaS with strong isolation
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Penetration testing + AI security reviews
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Modernization of Rails/Drupal systems
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End-to-end platform development with clear execution
The goal is simple: help teams ship faster, safer, and more predictably - with AI systems they can trust.
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Min project size
$25,000+
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Hourly rate
$150 - $199 / hr
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Employees
Freelancer
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Year founded
Founded 2011
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Our Story
CodeWheel AI is led by Matt Owens, a Bay Area fractional AI architect with 15+ years in production engineering. Solo by design, I build and secure AI platforms - RAG pipelines, agent systems, Next.js apps, and Rails/Drupal modernization - embedding security and reliability from day one. I bring enterprise-level discipline to startups and teams that need predictable, production-ready AI systems.
What Sets Us Apart
Security-First AI Engineering
I build AI platforms where security, validation, and reliability are built in from day one - RAG pipelines with retrieval checks, agent workflows with action verification, full-stack observability, and infrastructure designed for safe, predictable production behavior. No shortcuts, no surprises.Senior Architect, Hands-On Delivery
You work directly with a 15+ year engineer who designs, builds, tests, and ships your entire AI platform - no handoffs, no junior teams. Strategy, architecture, coding, and security reviews all happen in one continuous loop.Production Experience, Startup Speed
I bring enterprise-grade engineering discipline to fast-moving startups - shipping platforms with clean architecture, strong isolation, observability, and predictable scaling. You get production-level quality without corporate drag.
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