Azure ML, Docker, Python, Kubernetes, experiment tracking, model versioning, Weights and Biases, MLflow, model serving infrastructure, model monitoring systems, data and feature pipelines, GCP Vertex AI, AWS SageMaker

triton , Prometheus, Grafana, Openshift, Splunk, Azure, Kubernetes, AWS, TensorRT-LLM, GitOps, NIM microservices, NVIDIA GPU operator, vLLM, infrastructure-as-code, Azure GPU build environments, container registry, observability

Aws Lambda, Python Automation, Cloudformation, Jenkins, Git, MLops, Docker, Terraform, Databricks, Training Pipelines, Feature Store, MLflow, Kubernetes EKS, Model Retraining, SageMaker, Drift Detection, Model Monitoring, Model Deployment, Kubeflow, Inference Pipelines, CI CD for ML

Github, MLops, AWS CloudFormation, Apache Airflow, Data Migration, Pyspark, AWS Glue, AWS CDK, AWS Lake Formation, GitHub Actions, AWS SageMaker

Elk, Prometheus, Grafana, Docker, Python, AWS, Gcp, Azure, Kubernetes, Arize AI, vector databases, LangSmith, LangGraph, OpenTelemetry, RAG pipelines, Weights Biases, LangChain, AgentOps tools, cloud platforms, PromptLayer, LLM orchestration frameworks, monitoring observability tools, LlamaIndex, context orchestration

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

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

Azure ML, Azure Data Factory, Azure Data Lake, Databricks, Azure, Azure DevOps, LangChain, Synapse, ML pipelines, Orchestration framework

Weights & Biases, Shell Scripting, Tensorflow, Devops, Pytorch, MLops, Docker, Azure Machine Learning, Python, Kubernetes, CI/CD tools, MLflow, Scikit-Learn, GCP Vertex AI, AWS SageMaker, ML deployment best practices

Jenkins, Terraform, Scala, Spark, Databricks, Azure, Python, Azure DevOps, LangChain, GitHub Actions, MLflow