SageMaker Unified Studio (SMUS), Managed Workflows for Apache Airflow (MWAA), Infrastructure as Code (IaC), Pyspark, Github, Amazon S3, MLops, AWS CloudFormation, Cloud migration strategies, AWS CDK, AWS Glue Data Catalog, AWS Lake Formation, aws-smus-cicd-cli, GitHub Actions, AWS SageMaker, JWT federation, EMR on EC2 clusters, AWS data and machine learning services, manifest.yaml, OIDC

Prometheus, Grafana, Tensorflow, Pytorch, Docker, Terraform, Python, Azure DevOps, AWS, Cloudformation, Sql, Jenkins, Git, Gcp, Spark, Arm, Azure, Kubernetes, Airflow, scikit-learn, MLflow, Feast, Prefect, GitHub Actions, Kubeflow, Bicep, GitLab CI, rbac, Dagster

Gcp, Terraform, Docker, Kubernetes, Python

Infrastructure-as-Code (IaC), Apache Airflow, Gcp, Docker, Terraform, Azure, Python, AWS, Kubeflow, GitOps, Cloud-native infrastructure, CI/CD

Pytorch, Python, Kubernetes, Docker, Dask, DeepSpeed, Airflow, MLflow, Ray.io, TensorRT

Apache Airflow, Github, Terraform, Python, AWS, Kubernetes, MLflow, Ray, EKS

Machine Learning, Azure Machine Learning, Data Drift Detection, Helicone, Monitoring and Observability, LangSmith, Azure AI Foundry

Docker, Kubernetes, LangChain, LangGraph, AWS Bedrock, AWS SageMaker, CI CD tooling, modern monitoring solutions

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

Python, Linux, Docker, AWS SageMaker, SageMaker SDK, ML Concepts