Staff Plus Engineering
Session
Machine Learning
SafeChat: Building AI-Powered Safety Systems at Scale in a Real-Time Marketplace
Monday Jun 1 / 10:20AM EDT
Trust and safety challenges become exponentially harder at marketplace scale, especially when interactions happen in real time.
Bruna Pereira
Software Engineer @DoorDash, 10+ Years in Software Engineering
Session
Architecture
Adaptive Recommenders in the Real World: Inference, Evals, and System Design
Tuesday Jun 2 / 01:20PM EDT
Modern personalization systems are shifting from hand-tuned heuristics to AI-native architectures, but building an adaptive recommendation engine in production—one that continuously learns, evolves, and delivers measurable business value—requires far more than deploying a model.
Mallika Rao
Senior Engineering Manager @Zocdoc, Previously @Netflix, @Twitter and @Walmart