Azure Kubernetes Service (AKS), Azure DevOps (ADO) Pipelines, Azure Data Factory (ADF), Strong Python (production-grade ML engineering), Azure Machine Learning Studio, MLflow

Grafana, Elk, Ansible, Kafka, MLops, Prometheus, Cloudformation, Kubernetes, Python, Bash, Terraform, Jenkins, DAST, Go, LLMOps, CircleCI, Coralogix, SAST, container scanning, IAST

Bash, Kubernetes, Python, Unix command line toolkit, ML and AI concepts, ML model development

Prometheus, Elk Stack, Artifactory, Grafana, Docker, Gitlab, Kubernetes, Python, AWS, TensorFlow Serving, Gitflow, MLOps tools, TorchServe, ML frameworks

Vpc, Encryption, Tensorflow, Cloud Architecture, Jenkins, Git, Pytorch, Docker, Terraform, Iam, AWS CloudFormation, Distributed Systems, AWS CodePipeline, Kubernetes, Python, AWS, Scikit-learn, Secrets management, Amazon SageMaker, EKS, GitLab CI, GitHub Actions

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

Aws Lambda, Cloudformation, Amazon S3, Amazon Kinesis, AWS Glue, Amazon CloudWatch, Tensorflow, Pytorch, Terraform, Python, LangChain, Infrastructure as Code, Amazon API Gateway, Scikit-learn, Amazon SageMaker, API automation testing frameworks, Amazon Bedrock, Git-based workflows

data engineering , Pyspark, Sql, Data Science, MLops, Databricks, Python, AWS, Performance Optimization, Generative AI, AI Agents, Machine Learning Engineering, Chatbots, MLflow, Model Refactoring, Alerting Observability, Model Monitoring, Model Deployment, Model Orchestration