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

Bio: IoT Innovation Lab Suriname

Bio: Chaos-driven Media Architect.

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