Published in Booking Product·May 18From ideation to production in 3 steps -A case study on how we built our first Content Machine Learning platform at Booking.com In the past year, my team has built an objectively great platform, from the very early phase of ideation to production at scale. This platform is widely used across teams within the Booking.com …Machine Learning6 min read
Published in Booking Product·Jun 13, 2021A new PM(ommy) is born: How my experience as a PM helped me with my new baby girlA new PM(ommy) is born: How my experience as a PM helped me with my new baby girl My baby girl, Ziv, was born last summer in August 2020. During the first few months as a fresh mother, despite being sufficiently distracted by sleepless nights and a newborn schedule, I…Product5 min read
Published in Booking Product·Nov 20, 2019Dating a hotel? How we created a personalized “Match Score” for accommodationJust like in the world of dating, choices can become overwhelming, and while there may be many fish in the sea, all you’re looking for is your best match. This is the story of the Match Score, a machine learning based score that enables one-to-one (1:1) personalisation in order to…Machine Learning6 min read
Published in Booking Product·Apr 11, 2019Behind the buzzwords: how we build ML products at Booking.comIn our day to day work, we often encounter buzzwords like Machine Learning, Artificial Intelligence, Personalization (sometimes referred to as P13N), MVP, Agile, A/B Testing, HIPPO (highest paid person’s opinion) and many more. …Machine Learning8 min read