AAIF x Uber: Open Source at Uber and Polars

The platform behind every Uber ETA and one of the fastest DataFrame libraries around, both open source. Come see how they work. Since 2016, Michelangelo AI has been the platform Uber’s engineers use to build, train, deploy and monitor machine learning, from ETAs and pricing to fraud detection. It grew from tree models to deep learning to LLMs, and today it also carries Uber’s agent workloads. Uber has now released its core as Open Source under the Apache 2.0 license. Polars has been built in the open since 2020. With a Rust query engine and a Python API on Apache Arrow, it has become a go-to… Hosted by Bauke Brenninkmeijer & 3 others