What I Do

Pattern Recognition & AI Systems Analysis

I identify systemic patterns in AI behaviors, corporate decisions, and complex systems that others overlook. Three decades of experience applied to understanding what’s actually happening beneath the surface.

Generative AI Education & Content

Teaching 39K+ students on Udemy. Professional narrator for GenAI courses. Creating instructional content that works because I understand how to collaborate with AI systems to produce superior results.

Deep Inquiry, Philosophical Questioning, Public Reflection

I examine how AI development reflects the systems, assumptions, and biases that shape it, I use live testing, recursive questioning, and clear language to surface what often goes unseen: the pattern beneath the output.

Digital illustration of a futuristic microscope examining abstract code, symbolizing deep analysis and philosophical inquiry into artificial intelligence.

What It Looks Like in Practice

Take a peek at how I do, what I do.

GenAI Education

  • Teaching 39K+ students on Udemy.
  • Professional narration for GenAI courses.
  • Creating instructional content through effective AI collaboration.
Digital illustration of a glowing human brain and neural network reaching toward each other, with a hand touching the point where they meet—symbolizing the intersection of human thought and artificial intelligence.

Philosophical & Systemic Inquiry

  • Not adversarial, but analytical.
  • Exposing not wrongdoing, but assumptions.
  • Using AI as a frame to reflect & question.
Digital illustration of a hand holding a magnifying glass over a glowing network of nodes and data, symbolizing pattern recognition, analysis, and deep observation in AI systems.

My Methodology

  • 30+ years applying systematic pattern recognition.
  • Understanding what others miss through disciplined observation and analysis.