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Machine Learning for Safety


Trust is fundamental to the sharing economy. However, there are many challenges to building it. In this talk, we are going to cover aspects of how Airbnb does identity verification and fraud mitigation. We will be going over steps such as identity validation, attribute coherence and identity matching by going through a few cases and then coming up with a solution which can work in practice.


Kleida Martiro is a Principal on the investment team at Glasswing Ventures. Kleida has 6 years of entrepreneurship, product management and data science experience. Previously, she served as Head of Data Science at SocialFlow, where she led the machine learning efforts for the software platform, including its AI-powered proprietary content classifier for automating editorial content categorization. Prior to SocialFlow, Kleida was an analyst at Digitas, where she oversaw the utilization of new technology tools to enhance performance, including advanced analytics and the creation and implementation of digital content across social channels. Kleida graduated cum laude from Mount Holyoke College with a BA in Economics and Mathematics and holds an MBA with honors from the Kellogg School of Management.