Munich MLOps Community Meetup #10

​Hello, fellow MLOps Engineers and ML Enthusiasts, ready for a new meetup?

​​We're announcing our next meetup event - on Wednesday, October 23rd at 18:30, at Reply.

​​Full agenda announced:

​​18:30 - 18:50 - Drinks & Networking
18:50 - 19:00 - Welcome
19:00 - 19:40 - Talk #1: Deploying MLOps Tooling Across Multiple Stacks and Cloud Providers - Ali Abbas Jaffri, ML Platform Engineer at Synthesia
19:40 - 20:00 - Talk #2: Building an ML Platform based on Ray - Sadik Bakiu, Principal @ Data Max
20:20 - Onwards - Drinks, food & networking

​​More about the Talks:

• ​​Talk #1: Deploying MLOps Tooling Across Multiple Stacks and Cloud Providers.
  Deploying MLOps tooling across various cloud providers and stacks can be a complex and daunting task. In this talk, we will cover how to effectively implement the right MLOps tools, starting from a local development environment to deployment across multiple cloud platforms. Additionally, we will explore strategies for deploying these tools and provide insights on planning for scalability.

• ​Talk #2: Building an ML Platform based on Ray.
  This talk will explore how Ray addresses the growing demands for compute power and data volume in machine learning. We’ll dive into Ray's key components and how they enable the development of a scalable ML platform, covering interactive development, observability, orchestration, and shared storage. The session will also highlight best practices for monitoring and logging within Ray-based platforms. By the end, attendees will understand how to leverage Ray to build robust, scalable ML infrastructure.

​​More about the Speakers:

• ​​Speaker #1: Ali (Linkedin) is an ML Platform Engineer at Synthesia, with a passion for building scalable and efficient systems. Over the past year, he has been focused on developing mlinfra, a tool that simplifies the deployment of MLOps tooling across different cloud providers and environments. This allows MLOps engineers to concentrate on selecting the right tools for their needs, without the burden of managing underlying infrastructure.

• ​Speaker #2: Sadik (Linkedin) is co-founder and Principal ML Engineer consultant at data-max.io. He is focused on developing solutions to bring ML to production. Since the early beginning of his career, more than a decade ago, he was fascinated by Data and Information management systems and has been working with them ever since. Sadik also blogs regularly about technology topics.

​​Looking forward to your RSVPs and to meeting you there!

​​Keep on hacking!🤩🤩🤩