Abstract: What does it take to get the best model into production? We've seen industry-leading ML teams follow some of the same common workflows for dataset management, experimentation, and model management. I'll share case studies from customers across industries, outline best practices, and dive into tools and solutions for common pain points.
Bio: Allan’s background covers a broad technology stack in infrastructure and cloud, working across a variety of roles in large enterprises before moving into Data Science and ML in recent years. His last role was working on time series forecasting at a fintech scale-up before joining Weights and Biases as the first member of the Customer Success team in EMEA.