Yimei Fan is Director of Machine Learning at Moody's Analytics, explaining how the company's data science architecture evolved prior to the generative AI wave.
“Then we actually automated the feature engineering process, for example, using transformer models to extract features from massive, massive text data.”
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More from Yimei Fan
AssertionNot checkable as stated
Moody's Engineers Saw 40% Efficiency Gains Using GitHub Copilot
“We measured that there's 40%, ah, performance efficiency improvements for our engineers.”
Yimei FanDec 21, 2023▶ 16:47How Moody’s Analytics Is Using AI to Transform Credit Risk | Cristina Pieretti & Yimei Fan
AssertionNot checkable as stated
Fan: Moody's Copilot has over 10,000 active users
“We've seen now actively, I would say more than 10,000 users are using this”
Yimei FanDec 21, 2023▶ 16:38How Moody’s Analytics Is Using AI to Transform Credit Risk | Cristina Pieretti & Yimei Fan
AssertionNot checkable as stated
Moody's units can deploy AI apps within a day via Copilot architecture
“One example actually, so Moody's Copilot already has some core components, so, and the infrastructure and architecture's already set up, so if Moody's other operation unit wants to build their own application, they can come, use the existing ones, and they can…”
Yimei FanDec 21, 2023▶ 21:26How Moody’s Analytics Is Using AI to Transform Credit Risk | Cristina Pieretti & Yimei Fan
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