# About the Author

* Systems-oriented engineer with a background in gameplay architecture, developer tooling, and data-driven analysis, focused on modeling intent, constraints, and iterative refinement.
* Five years’ experience mentoring engineering interns across cultures, including recurring facilitation of Stephen Covey’s The 7 Habits of Highly Effective People book clubs.
* Designs diagnostic workflows and reasoning tools that make complex human–system interactions more explicit and tractable.
* Develops and evolves this handbook to support LLM literacy, educator scaffolding, and long-term skill development.

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