Productionizing Health Insurance Appeal Generation - AI in Production

Explore the process of fine-tuning a model for generating health insurance appeals in this 27-minute AI in Production talk by Holden Karau. Gain insights into the challenges of using various cloud resources for fine-tuning and the unexpected hurdles encountered during on-premises Kubernetes deployment in Fremont, CA. Learn about the speaker's experience in fitting graphics cards into servers and discover how this technology can potentially alleviate the frustration of dealing with health insurance denials. Delve into the journey of an American-Canadian computer scientist known for her work on Apache Spark and open-source software advocacy as she shares her expertise in productionizing AI solutions for real-world applications.

Productionizing Health Insurance Appeal Generation // Holden Karau // AI in Production Talk