Building Scalable ML Services for Rapid Development in Health and Wellness

Explore how Mindbody builds and deploys scalable machine learning services for the health and wellness marketplace in this 27-minute conference talk from MLOps World. Learn about the evolution of their ML pipeline using open-source tools like DBT, AirFlow, and MLFlow to address challenges in scaling data pipelines. Discover how these solutions support a range of products, from recommender systems for fitness discovery to natural language techniques for automated marketing emails. Gain insights into how Mindbody reduced product release time by 85% through their innovative approach to MLOps in the wellness and beauty product ecosystem.

Building scalable ML services for rapid development in the health and wellness marketplace