Automation Of Sleep Monitoring Analytics Through Mlops

Project Overview

Implemented MLOps pipeline for automating the model training and deployment phases, leveraging AWS SageMaker.

About Client

The client is a major manufacturer of mattresses and provides advanced sleep technology solutions through smart health/sleep cycle monitoring applications.

Business Requirements

  • Automate the complex process for training the models and deploying them into production, which requires updating multiple systems.
  • Compare the various models being executed to obtain the best possible outcomes and deploy the superior model into production.