AWS, Microsoft Azure, Terraform, Azure Bicep, ARM Templates, Azure DevOps, Jenkins, GitLab CI, GitHub Actions, Bamboo, Kubernetes (AKS, EKS, OpenShift), Docker, Helm, Istio, Ansible, Puppet, Chef, GitHub, Bitbucket, GitLab, Machine Learning Model Deployment (TensorFlow, Keras), AI-powered API optimization & inference workloads, MLOps fundamentals (model versioning, CI/CD for ML pipelines), Python for ML automation & data processing, Monitoring ML models using Azure Monitor & CloudWatch, AI-assisted incident detection & log analysis, Python, Java, Groovy, Bash, Shell, PowerShell, Node.js, .NET, EC2, S3, RDS, DynamoDB, Lambda, VPC, IAM, CloudWatch, CloudTrail, API Gateway, SNS, SQS, Route 53, Azure App Services, Azure Functions, Azure Security Center, Linux (Ubuntu, RHEL, CentOS), Windows Server 2010–2018, Unix, Solaris