SESSION + Live Q&A
Applying AI/ML for Trusted Commerce Connections @Facebook Marketplace
Facebook Marketplace is aimed at making buying and selling seamless for people locally within their communities and open up economic opportunity through social commerce. Given that Trust is a key driver of consumer decisions in Commerce, it is important for Facebook to build trust amongst buyers and sellers and on the platform. This talk will explore how we apply Machine Learning techniques to detect and take down bad/policy violating content and behavior as well as promote good content/behavior to build a trustworthy online marketplace. You will get to hear examples of adversarial behavior such as Scam, Spam, Harassment etc and how we apply ML towards solving these problems to keep people safe.
Speaker
Liza Fireman
Engineering Manager @Facebook Marketplace Trust & Safety
Liza is an Engineering Manager of the Marketplace Integrity and Payment Risks teams. She has more than 20 years of engineering experience building backend, ML and user-facing products. Prior to Facebook, she spent 6 years in engineering management roles at Google, including leading the innovative...
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Windsor, 5th flr.
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Topics
Silicon ValleyMachine LearningFinancial ApplicationsVideo
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