Talks, conversations & podcasts

Ideas & Talks

I explore AI product development, production AI systems, multi-agent architectures, vertical AI, fintech, and the future of work.

Featured talk

From Prototype to Production

How to Build AI Systems People Can Trust

Most AI prototypes are easy to demo and hard to deploy. This talk covers the practical gap between prototype and production: workflow design, evaluations, trust, latency, cost, security, human-in-the-loop review, and adoption.

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Speaking topics

Taking AI from prototype to production

Building trustworthy AI systems

Multi-agent systems in real workflows

Vertical AI

AI in financial services

Human-in-the-loop AI design

Services-to-software companies

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These ideas sit at the intersection of AI, company creation, investing, and ownership. If you're exploring similar questions, I'd love to connect.

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