Building AI products that delight users and inspire trust

LLMs for
Fun & Profit

Technologist, product leader, and Responsible AI advocate. Helping organizations move beyond AI hype toward practical, trustworthy, human-centered AI systems.

llmsforfunandprofit.com

What's here

01 · Ideas

Thought Leadership

Gen X in AI. Tech layoffs. Responsible AI governance. Practitioner perspectives from someone who saw this coming decades ago.

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02 · Mathematics

ForTheLoveOfMath

Fractals, strange attractors, sines and cosines. Interactive math built with Claude — because beauty and rigour are not opposites.

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03 · Demos

AI Demos

RAG visualized. Election candidates decoded. Hands-on explorations of what LLMs actually do under the hood.

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Background

Financial services technology leader across JPMorgan, UBS, Citi, and BNY Mellon. GenAI product strategy, AI governance, agentic workflows, and evaluations. Brown University CS — where questions about machine intelligence started early.

Focus

Responsible AI. RAG systems. GenAI implementation. Governance frameworks — NIST AI RMF, ISO 42001, MITRE ATLAS. Speaking at Microsoft, TD Bank, Stuyvesant High School Career Day.

Based in

New York City. Available for consulting engagements, speaking, and the occasional late-night fractal rendering session.

Origins

"I like to think of flexible systems that have the potential of evolving into independent thinking beings as Unconventional Intelligences…" — Brown University, 1994

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