- Former Machine Learning Infrastructure Team Leader Netflix
- Talk: Metaflow Data Science Framework: a Case Study on Building Products That Users Love
Talks at YOW! Sydney 2022
Julie's 20 year career in Software Engineering and Engineering Leadership has spanned the public and private sector: from enabling large scale genomic research to building the first generation Netflix streaming service.
In her recent years at Netflix, Julie led the Machine Learning Infrastructure team responsible for Metaflow, an end-to-end Machine Learning and Data Science framework. Metaflow was built for ML practitioners and time-tested across thousands of ML projects at dozens of companiessince 2017. It has successfully cut down deployment time for ML projects from months to days, in some cases. Julie is also co-founder of Order of Magnitude Labs, which aims to solve practical Active Inference problems such as the Amazon picking challenge.
Follow Julie on Twitter @yakticus and LinkedIn at /julieamundson.