SESSION

Advanced Experiment Tracking for LLM-Powered applications with Customized Open-Source MLFLow

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OVERVIEW

EXPERIENCEIn Person
TYPELightning Talk
TRACKData Science and Machine Learning
TECHNOLOGIESAI/Machine Learning, MLFlow
SKILL LEVELIntermediate
DURATION20 min

In this technical talk, attendees will discover how Intuit has leveraged open-source MLFlow to improve the performance of traditional ML models and LLM powered applications through effective tracking and management of machine learning experiments. Highlights of the talk include Intuit's customizations for achieving reproducibility of experiments, model lineage tracking, and streamlined model review workflow through MLFlow integration with their MLPlatform experience.

SESSION SPEAKERS

Manas Mukherjee

/Sr. Staff Software Engineer
Intuit