Kubernetes, Java, Golang, PowerShell, AWS, Ruby, Cloudformation, Python, Terraform, Docker, infrastructure-as-code, cloud architecture design, Amazon SageMaker, AI ML fundamentals, DevSecOps tooling, AWS Certified Machine Learning Specialty, CI CD pipelines