Data & AI

Galileo: Scalable Platform for Dynamic Configuration & Experimentation

Galileo: Scalable Platform for Dynamic Configuration & Experimentation Summary In order to unify feature toggling and experimentation, consolidate existing tools and enable data-driven decision making in Careem, we have built a custom, state-of-the-art dynamic configuration and experimentation platform internally named...

CrazyWall – Graph-based Identity Fraud Detection

Careem has had rapid growth in popularity, exceeding 50 million user accounts today. It has also recently expanded from just ride-hailing into other services such as payments, food, groceries, and more in an attempt to become the Middle East’s leading...

Crisis, Replication and A/B Testing

Background “Science is in a methodological crisis” — this seems to be a common sentiment among academics. In a survey of 1,500 researchers, 70% of them said they had failed to replicate another scientist’s experiment [1]. In a 2009 study, 14%...