About Bespoke Thinking

Philosophy

No slop. No hype. No bandwagons. Just solutions.

Working with AI is about asking the right questions, not perfect prompts. AI is a skill multiplier, not a magic bullet. I use AI only where appropriate, combining systems thinking, game theory, and complexity analysis with breadth of experience ranging from circuit boards to ML research.

Approach

I focus on problems that are:

• Chasing wins over being right
• Novel or intellectually challenging
• High stakes with real consequences
• Where you believe you will follow through

Experience

Background spanning from circuit boards to machine learning research, with emphasis on:

• Systems thinking and complexity analysis
• Game theory and strategic decision making
• AI as a skill multiplier, not replacement
• Building real solutions for real problems