How to survive building AI systems when things change every week
Details
We are excited to welcome back Sean McCurdy, AI and Machine Learning Engineering Leader at Lattice and startup founder at hyprbm, for an upcoming Data Science Speaker Series talk.
Sean brings over fifteen years of experience building AI and machine learning systems that drive real impact. His work spans scientific research, startup innovation, and large-scale production systems, including leading high-impact teams at Pinterest and building agentic and embedded AI experiences at Lattice.
In a world where new AI models seem to appear every week, this talk offers a grounded perspective on what it actually takes to build AI systems that last. Sean will share hard-won lessons on choosing the right metrics, designing architectures that adapt quickly, and avoiding the trap of constantly chasing the latest techniques at the cost of shipping reliable products.
This session is a reality check from the trenches, with real examples of what scales, what fails, and how teams can build AI systems that continue to deliver value over time.
We look forward to seeing you there.
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