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Preparing your experience
Preparing your experience
I speak at conferences and run workshops on building reliable AI systems. Topics include agent reliability, memory systems, ML deployment, and product strategy.
Five patterns for building AI agents that work in production. Based on shipping agents at Google, Meta, and robotics startups.
How to manage context windows for agents that run for hours or days. Includes live demo of r3 memory system.
Lessons from deploying ML models to billions of users. Covers crawl-walk-run rollout, safety SLOs, and operational excellence.
How faster systems learn faster, creating compounding advantages. Case studies from Instagram Calling and warehouse robotics.
Where AI products are headed and how to position your team. Covers agents, memory systems, and the shift from demos to durable products.
Building Reliable AI Agents
500+ attendees
ML Platform Deployment at Scale
ML Infrastructure teams
Launching Instagram Calling
Product and engineering leaders
Not theory—frameworks you can use immediately. Every talk includes actionable patterns, checklists, and real-world examples.
Case studies with actual metrics from Google, Meta, Microsoft, and startups. No hand-waving, just results.
I've built and operated these systems at scale. You get lessons from production, not just slides.
Every talk is tailored to your audience. We'll discuss your challenges and adjust the content accordingly.
Available for conferences, company events, and workshops. Virtual and in-person.