Scale By The Bay 2020: Chris Fregly, Smokey and the Multi-Armed Bandit featuring BERT Reynolds

ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Using the popular Transformers library from Hugging Face, I will train and deploy multiple natural language understanding (NLU) models. I will then compare these models in live production using a multi-armed bandit to dynamically shift traffic to the winning model throughout the live experiment. Chris Fregly Developer Advocate, AI and Machine Learning, AWS