IAMWarrior: Gitops for Governance and ML

Conference Use Case AI

2023-10-19 | 03:00 PM - 03:30 PM | Conference Room 2 (202 - ground level)


IAMWarrior MunichRe's upgraded machine learning platform is based on open- source stack and applies Gitops principles to machine learning in production. At MunichRe we use Gitops for most of our work, and this has many benefits including traceability, consistency, enhanced productivity, and provides a single source of truth. Especially with a smaller MLOps team supporting a much larger pool of data scientists, this has greatly improved our development capacity. We will take a deeper look at the process, architecture, and how IAMWarrior is helping us speed up our ML work and how Gitops principles fit into this setup.