InfoQ Homepage Presentations Migrating ML from Research to Production
Migrating ML from Research to Production
Summary
Conrado Silva Miranda shares his experience leveraging research to production settings, presenting the major issues faced by developers and how to establish stable production for research.
Bio
Conrado Silva Miranda 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, Conrado got his PhD in machine learning and MS in robotics.
About the conference
PAPIs is the conference made by and for ML practitioners. Anyone can submit talk proposals (blind-reviewed by our committee) or ask questions to take discussions further. Breaks between sessions are perfect to get to know fellow attendees, speakers, and top ML companies.