Fraud Department of Booking.com. Tania works with a dedicated team of developers and data scientists on building in house innovative fraud prevention and detection solutions using Machine Learning and advanced technology. Tania is passionate about how data and technology drive growth and innovation. Always eager to learn and make herself and the world a better version of themselves. Tania specialized in criminal law prior to joining Booking.com in 2014 as a Security and Fraud Analyst.
Classes for Tania Forshtadt
Thursday, March 22
1:15pm - 2:00pm
Who Needs Manual Review? #ML@Booking.com
In the Fraud Department @Booking.com we have created a unique environment of innovation and cooperation;
We built our Machine Learning Solution in 8 months and dramatically decreased both false declines and chargebacks. We do not rely on manual review and maintain a small team of highly skilled fraud analysts. The operational teams and the product teams cooperate on a daily basis to drive innovation and protect our customers and partners.
We will discuss: (1) Why we don’t have a manual review team, (2) Lessons learned from building an in house Machine Learning Solution, (3)Cooperation between operations and product development.