Unlocking Google Cloud: Generative AI in Production

Building a GenAI demo is one thing, but running it in production is a different challenge. This hands on workshop is designed for developers and ML engineers who want to bridge the gap between a prototype and a stable, secure, and scalable AI system. You will explore GenAIOps best practices, manage LLM experimentation, and learn how to deploy and maintain applications in the real world.

The Generative AI in Production workshop is a hands-on technical session focused on the infrastructure and operational rigor required to run Large Language Models (LLMs) at scale. Participants will transition from simple experimentation to mastering GenAIOps, learning how to leverage Google Cloud’s core services to ensure their AI applications are secure, cost-optimized, and resilient.

Key Pillars of the Curriculum

• Infrastructure as a Foundation: Understanding why robust cloud architecture (Compute, Storage, Networking) is the prerequisite for stable AI deployment.

• Operationalizing LLMs: Moving from a “notebook” mindset…