Welcome to our in-person monthly ML meetup in Seattle. Join us for deep dive tech talks on AI/ML, food/drink, networking with speakers&peers developers, and win lucky draw prizes.
* 6:00pm~6:30pm: Checkin, Food/drink and networking
* 6:30pm~6:40pm: Welcome/community update/Sponsor intro
* 6:40pm~8:00pm: Tech talks
* 8:00pm~8:30pm: Lucky draw & Mingle
Tech Talk 1: Kubernetes-native Workflow Automation Platform ML and Data Processes at Scale
Speaker: Eduardo Apolinario, engineering manager @Union.ai
Abstract: Flyte is a distributed processing platform that enables highly concurrent, scalable, and maintainable workflows. It is a fabric that connects disparate computation backends using a type-safe data dependency graph. In this talk we are going to give a tour of Flyte, exploring its approach to the problem of authoring ML and Data pipelines, including details about the programming model and the different extension points..
Tech Talk 2: Scaling your team with collaborative ML Development
Speaker: Jon Peck, @GitHub
Abstract: Now that we have seen how to scale your pipelines, let us talk about scaling your team. From model-building to release, your pipelines will involve a wide variety of roles: data scientists, app developers, test & release engineers... and they all need to work together safely and smoothly. Learn how GitHub combines config-as-code, centrally versioned notebooks, cloud IDEs, and PR-time model evaluation to collaboratively build and deploy ML.