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

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

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.

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

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

Software engineer

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!👋 😊

Clief Notes Moderation Team. Do not DM this account.

itskay.co

Jake's Older and Better Cousin

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