Elevating Product Machine Learning Models with LLMs [Coupang]

An episode of the Snacks Weekly on Data Science podcast, hosted by Pan Wu, titled "Elevating Product Machine Learning Models with LLMs [Coupang]" was published on February 24, 2025 and runs 8 minutes.

February 24, 2025 ·8m · Snacks Weekly on Data Science

Summary

In this episode, we will explore how Coupang integrates Large Language Models (LLMs) to enhance its machine learning ecosystem. We'll break down Coupang’s business model, key machine learning categories, and the role of Foundation Models in improving efficiency and accuracy. Additionally, we'll walk through the LLM development lifecycle, discuss critical infrastructure decisions, and examine strategies for overcoming challenges such as GPU scarcity and scaling AI operations.For more details, you can refer to their published tech blog, linked here for your reference:https://medium.com/coupang-engineering/accelerating-coupangs-ai-journey-with-llms-2817d55004d3 

Episode Description