Lessons & War Stories from Data Systems at Scale

Join us for another MLOps Community x Span event! We're bringing two great speakers for an evening of data, scale, and real-world engineering war stories: 🎤 Georgina Armstrong — Business and customer insights from building large-scale recommender systems. A deep dive into how recommendation engines shape (and sometimes surprise) customer behavior at scale. 🎤 Bulumko Madikane — Scaling Isn't Fixing: A Spark Data Skew Story. Why throwing more resources at a slow pipeline doesn't always solve the problem — and what actually does. Come for the talks and Q&A, stay for the networking and snacks. See you there!