Unreliable AI results, hallucinations, and high token costs drain resources. I help businesses plan workflows for accurate, efficient outcomes.

Here to share what’s working and learn with operators executing fast.

I’m a Husband and Dad, an IT Manager, AI Architect, AI Engineer, and Full Stack Developer. I love to help people so please Don’t be Shy! Say Hi!👋 😊

I build and teach. 8 Years Marine Corps, Masters of Science, Farmer.

Software engineer

Trying to keep up with the 50+ new open source AI frameworks daily! AI Solutions Developer and Consultant.

Husband, father, mechanical engineer, gatherer of ideas and perspectives.

20+ years in accting, ops, admin space for small to medium based firms. End of 2025 left corporate to focus on my own consulting firm.

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