Mallika Rao (QCon AI): Adaptive Recommenders in the Real World — Inference, Evals, and System Design
Mallika Rao, former engineering leader at Twitter, Walmart, and Netflix, presents at QCon AI about the operational and system-design challenges of adaptive recommendation systems. She emphasizes real-time feedback loops, retrieval freshness, multi-stage orchestration, and end-to-end latency and cost trade-offs required to continuously learn and evolve recommenders in production.