Data Infrastructure Evolution

Montana discusses the evolution of data infrastructure at Instacart, highlighting the challenges of productionizing models and managing dependencies. The shift to elasticsearch as the core of their data architecture transformed the way machine learning feature data was handled, reflecting the real-time nature of their business.