Emerging Best Practices for Machine Learning Engineering
YOW! Data 2019
In this talk, I'lll walk through some of the emerging best practices for Machine Learning engineering and contrast them to those of traditional software development. I will be covering topics including Product Management; Research and Development; Deployment; QA and Lifecycle Management of Machine Learning projects.
I'm an experienced Software Developer with over 10 years experience across ops, web development and data engineering. Currently a Lead Data Engineer at ThoughtWorks, specialising in Machine Learning Engineering with a focus on deploying models safely and transparently to production.