TensorFlow on EKS for AI and ML

For AI and ML startups, integrating TensorFlow with Amazon EKS provides a powerful, scalable, and cost-efficient infrastructure for your machine learning workloads. Our service simplifies this integration by setting up TensorFlow on EKS with comprehensive Terraform Infrastructure as Code (IaC) to ensure consistency and repeatability in your infrastructure management.

Our tailored CI/CD pipelines streamline the development and deployment processes, specifically designed to meet the unique needs of AI and ML projects. By incorporating advanced branching strategies, we enable efficient management of different stages of the ML lifecycle, from experimentation to production. This setup accelerates your ability to build and deploy GenAI applications quickly and effectively.

To optimize performance and cost, we implement autoscaling policies that automatically adjust resources based on demand. We also architect a hardware strategy leveraging GPU and ARM processors, ensuring your infrastructure is optimized for your specific use cases. This comprehensive approach provides a robust foundation for scalable, high-performance AI and ML operations.