I am a Solutions Architect and operations leader who can bridge the gap between complex organizational strategy and the hard reality of execution by deploying intelligent systems that solve real operational friction.
Navy veteran with twenty-five years of experience across fulfillment, logistics, education, and marketing. I build local AI stacks, RAG pipelines, and custom knowledge and context management systems. I don’t just deploy technology; I design agentic workflows that integrate into your existing operations. Through rigorous governance and change management, I ensure these systems are adopted by the people who use them, guaranteeing they stay running when business conditions change.
With an MBA and current MISM studies, this site covers four pillars: systems-first architecture, the mechanics of local AI, deploying agentic workflows that solve complex problems, and building AI programs that scale under load.

Latest Posts
The Cognitive Debt Problem: Why AI Amplifies or Atrophies Your Thinking (And How to Choose Which One)
MIT research shows AI creates “cognitive debt,” but the tool isn’t the problem. The mode of use is. Here’s the delegation-inquiry distinction that separates amplification from dependence.

Multi-Model STORM Research Pipeline with OpenRouter Fusion
TL;DR 7 min read Every published STORM implementation uses one model wearing different persona prompts. The “diversity” is theatrical: same…

Google Open Knowledge Format (OKF) Explained: What It Is, What It Isn’t, and Why Your Vault Is Safe
Google’s OKF didn’t replace RAG and it didn’t kill the Karpathy wiki. Here is what the spec actually says, why…

From Turing to Hermes: The Complete History of Artificial Intelligence
Seventy-five years of AI history is not a tale of steady institutional progress. It is a brutal cycle of hype,…

What 25 Years of Operations Leadership Taught Me About AI Adoption
Most AI pilots fail — not because of the technology. An operations leader with 25 years of experience explains why…





