• When and When Not to Use Distributed Machine Learning
  • Machine Learning Platform at Uber
  • Machine Learning Platform at Etsy
  • Machine Learning Platform at Yelp
  • Aroma: Using ML for Code Recommendation at Facebook
  • Flyte: Cloud Native Machine Learning and Data Processing Platform at Lyft
  • LyftLearn: ML Model Training Infrastructure built on Kubernetes at Lyft
  • Horovod: Open Source Distributed Deep Learning Framework for TensorFlow at Uber
  • COTA: Improving Customer Care with NLP & Machine Learning at Uber
  • Manifold: Model-Agnostic Visual Debugging Tool for Machine Learning at Uber
  • Repo-Topix: Topic Extraction Framework at Github
  • Concourse: Generating Personalized Content Notifications in Near-Real-Time at LinkedIn
  • Altus Care: Applying a Chatbot to Platform Engineering at eBay
  • PyKrylov: Accelerating Machine Learning Research at eBay
  • Box Graph: Spontaneous Social Network at Box
  • PricingNet: Pricing Modelling with Neural Networks at Skyscanner
  • PinText: Multitask Text Embedding System at Pinterest
  • SearchSage: Learning Search Query Representations at Pinterest
  • Cannes: ML saves $1.7M a year on document previews at Dropbox
  • Scaling Gradient Boosted Trees for Click-Through-Rate Prediction at Yelp