Skills and Experience
* Data Workflows: Experienced in automating data workflows with tools such as MLflow, DVC, and SageMaker Model Registry to ensure data availability and traceability.
* Model Management: Proficient in Python, Bash, and scripting for automating model management, training, and deployment processes.
* Cloud Infrastructure: Knowledgeable in cloud infrastructure security with experience in EC2, CloudFormation, and DynamoDB for deploying and managing machine learning models.
* Containerization: Skilled in containerization using Docker and Kubernetes to automate ML pipelines.
* CI/CD Tools: Experienced in automating ML pipelines with CI/CD tools like CodePipeline, Jenkins, and GitLab CI.
* Model Versioning: Experience with model versioning tools.
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