snowflake , Azure DevOps, Bash, Python, Azure, Terraform, Docker, CI CD tools, cloud-native services

Kubernetes, Docker, Azure ML, MLflow, Seldon, ML Ops, CI CD pipelines, SageMaker

REST API., Nosql, Git, Sql, CI/CD pipelines, MLOps technologies

data engineering , Metadata Management, Cloud Infrastructure, MLops, Python, Automated Testing Libraries, data classification, Orchestration Frameworks, LLMOps, Pipeline Architecture, System Monitoring Dashboards, Alerting Frameworks, CI/CD Governance Frameworks, Data Workflows, Evaluation Tooling

MLops, Python, Data DevOps

AWS, ECS, Terraform, Docker, Cloudwatch, GitHub Actions, EKS, CodePipeline, Fargate, GitLab CI, AWS CDK, OpenTelemetry