Turning AI into institutional capability.

Works with executives and teams responsible for AI adoption, turning frontier models into practical workflows, tools, evals, and operating practices. The work spans research, operations, decision-making, training, and the governance required to deploy AI inside sophisticated organizations.

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The Art & Business of Professional Trading is a field guide for traders ready to operate with institutional rigor. It covers expectancy after friction, forced-player dynamics, return decomposition, and regime awareness. Published by Wiley Finance.

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Built and led a global principal trading firm and hedge fund, while operating across discretionary and systematic strategies in futures and equities. The work spanned fund management, desk-building, trader evaluation, portfolio construction, risk, and the operating infrastructure required to allocate capital professionally. Exited the firm via founder buyout in May 2026.

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