Worked on the GoogleCloudPlatform/ai-on-gke repository to deliver a containerized network optimization solution for TPU VMs, replacing a raw Bash script with a dedicated container image. This approach leveraged DevOps and Kubernetes skills to streamline deployment, enabling direct image pulls and restricting mounts to only /sys and /proc for enhanced security. The solution maintained the existing network optimization behavior for v6e TPU platforms, ensuring compatibility and reliability. By shifting to a container-based workflow and utilizing Bash and YAML, the work reduced operational risk, simplified maintenance, and established a more secure, maintainable process for configuring TPU network settings in production environments.