AWS SageMaker Developer

Develop and test ML models using Amazon SageMaker (built-in + custom frameworks).

Deploy models via SageMaker endpoints, batch transform, and multi-model endpoints.

Implement model monitoring using SageMaker Model Monitor.

Conduct A/B testing and shadow deployments.

Optimize cost & performance using Spot Training and Hyperparameter Tuning.

Build end-to-end ML pipelines integrating AWS services.

Collaborate with DevOps and product teams for production-grade deployment.