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Hema Raghavan
Co-founder and head of engineering at Kumo AI, bringing decades of experience leading AI initiatives at LinkedIn, including the development of the "People You May Know" technology.
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Jan 21, 2025
• 52min
Kumo’s Hema Raghavan: Turning Graph AI into ROI
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Hema Raghavan, co-founder and head of engineering at Kumo AI, previously led AI initiatives at LinkedIn, including the iconic 'People You May Know' feature. In this conversation, she unveils how graph neural networks (GNNs) revolutionize automated machine learning by transitioning from CPU to GPU. Hema explains how GNNs enhance recommendation systems, simplifying feature engineering and adapting to user preferences. She also discusses the transformation of relational data into graph formats and the critical role of explainable AI in advancing technology.
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