Automation Of Sleep Monitoring Analytics Through Mlops
Implemented MLOps pipeline for automating the model training and deployment phases, leveraging AWS SageMaker.
The client is a major manufacturer of mattresses and provides advanced sleep technology solutions through smart health/sleep cycle monitoring applications.
- 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.