A Case Study in Bridging Production Software and Data Practices for LLM Model Training Using Snowflake with Nathan Wiegand and Kelvin So, Snowflake We present a case study detailing the utilization of Snowflake, a cloud-based data platform, in various stages of the LLM data pipeline from initial annotation to LLM model productionization. The system we have built brings production software and data practices to the field of LLM model training. We describe how every step in the system is built, in