Director of Machine Learning Platform Experience
Netflix
Julie Amundson is Director of Machine Learning Platform Experience at Netflix, with the mission of providing a productive, innovative and dependable experience for ML practitioners across the company. In the early days of Netflix streaming, she worked on infrastructure behind the "play" button as Netflix was expanding to stream on all internet-connected devices and becoming available across the world.
Julie also co-founded Order of Magnitude Labs, aiming to build AI capable of endeavors that humans find easy and today’s machines find hard: exploration, communication, creativity and accomplishing long-range goals. Early in her career, Julie developed data processing software at Lawrence Livermore National Laboratory that enabled scientists to study the newly-sequenced human genome.
Talks I've Given
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Evolving the ML Platform organisation at Netflix: a case study
Featuring Julie Amundson
Do you wish there was a Machine Learning model to tell you how to structure your ML teams? So do I! While we're waiting for that, I'll share the story of how the ML Platform organisation evolved at Netflix. Although this story is specific to our own journey to expand Netflix ML...
leadership machine-learning -
Machines that Learn Through Action: The Future of AI
Featuring Julie Amundson
Deep Learning has led to breakthroughs in many previously unsolved problem domains, from image classification to machine translation to medical imaging analysis. Venture capital firm Andreessen Horowitz recently cooked up an AI playbook, which posits that AI will impact software as broadly as...
ai-&-ml -
Machines that Learn Through Action: The Future of AI
Featuring Julie Amundson
Deep Learning has led to breakthroughs in many previously unsolved problem domains, from image classification to machine translation to medical imaging analysis. Venture capital firm Andreessen Horowitz recently cooked up an AI playbook, which posits that AI will impact software as broadly as...
ai-&-ml -
Machines that Learn Through Action: The Future of AI
Featuring Julie Amundson
Deep Learning has led to breakthroughs in many previously unsolved problem domains, from image classification to machine translation to medical imaging analysis. Venture capital firm Andreessen Horowitz recently cooked up an AI playbook, which posits that AI will impact software as broadly as...
ai-&-ml