AI and AgentOps Academy

Sept 2025

End of 2025

January2026

<p>This course meets the need for scalable, enterprise-grade AI. As generative AI evolves, organizations require models that are powerful, resource-efficient, and resilient. Master AWS EKS, Ray, and vLLM to build applications that deliver real-time insights, drive innovation, and create transformative business impact.</p>

DeepSeek-R1 on AWS Kubernetes Service EKS with Ray and vLLM
 

The Strategy Behind Successful DevOps Program at StartUps

Aymen Segni

Seasoned DevOps Expert—helped dozens of startups build their scalable platforms

Learn the biggest DevOps pitfalls startups face and how to structure your DevOps strategy to scale efficiently

Avoid Costly DevOps Mistakes & Scale the Right Way

Design a DevOps roadmap that supports faster product releases, team efficiency, and long-term scalability.

Build a DevOps Roadmap Aligned with Business Goals

Discover when to hire, outsource, or upskill DevOps roles like SRE, Platform Engineers & DevSecOps specialists.

Structure Your DevOps Team for High-Velocity Growth

Assess where your startup stands and what your next steps should be.

The DevOps Maturity Model

DeepSeek-R1 on AWS Kubernetes Service EKS with Ray and vLLM

Staff Engineer, SRE, DevOps and Platform Engineering

Master the deployment of large GenAI models on AWS EKS by leveraging Ray and vLLM

DeepSeek-R1 Deployment on Amazon Elastic Kubernetes Service

Gain deep insights into optimizing GPU resources for high-performance  critical for handling 8B parameter model

GPU Optimization and Resource Management

Integrate AI endpoints into Kubernetes, monitor real-time performance, and ensure high availability.

End-to-End Integration & Monitoring

Acquire hands-on experience with Terraform, Kubernetes, Karpenter, and Grafana to build prod-grade GenAI Platforms

Use the DevOps and Cloud Native standard tools with GenAI

Understand how self-hosting GenAI models is cost-effective and ensures data security, Dev freedom, and top performance

Learn directly from AI and AgentOps Academy

AI and AgentOps Academy

Lightning Lessons

The Strategy Behind Successful DevOps Program at StartUps

DeepSeek-R1 on AWS Kubernetes Service EKS with Ray and vLLM

Resources

DeepSeek-R1 on AWS Kubernetes Service EKS with Ray and vLLM