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Wednesday, October 17 • 9:30am - 9:50am
Migrating ML from research to production

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As the field of machine learning matures, the industry is looking to adopt it in production software. This places several challenges on a research-focused field, without a lot of expertise available. In this talk, we'll share our experience leveraging research to production settings, including our Autonomous Vehicle efforts. We'll present the major issues faced by developers and the main techniques that contributed to establish stable production for research.

Speakers
avatar for Conrado Silva Miranda

Conrado Silva Miranda

Eng. Manager, NVIDIA
Conrado is an Eng. Manager for Deep Learning Engineering at NVIDIA, where he focuses on creating a platform to transfer research to production. Before NVIDIA, he was the tech lead and architect for DeepBird v2, Twitter's deep learning platform. Before making a permanent jump to industry... Read More →


Wednesday October 17, 2018 9:30am - 9:50am EDT
Horace Mann