What I'm Doing Now

What I'm Working On

• MagicWorks Advisory (Pillars 03 & 04): Actively advising enterprise platforms on LLM search readiness and marketplace unit economics.
• Book Launch Rollout: Distributing Two Algorithms, One Strategy to international marketing leaders and hosting private briefings.

What I'm Reading

• The Structure of Scientific Revolutions by Thomas S. Kuhn (re-reading through the lens of generative AI paradigms).
• Technical documentation on agentic search pipelines and Retrieval-Augmented Generation evaluation frameworks.
• Research papers on high-trust consumer decision velocity in digital health and higher education.

What I'm Building

Incubating internal tools at MagicWorks Group: refining MagicFlow AI for autonomous campaign negative-keyword gating and testing new Next.js programmatic routing modules for high-trust education portals.