Karmel Allison

Engineering Leader. TensorFlow API, Google

Karmel Allison leads a team of engineers working to make TensorFlow high-level APIs easy to use and flawless to scale. She received her PhD in Bioinformatics from the University of California, San Diego, and has over ten years of experience in software development and machine learning. Previously led engineering teams building a DNA sequencer at Genia and serving real-time recommendations at Quora.

My Sessions

Machine Learning with TensorFlow: Zero to Hero

Ballroom 3

Learn the ‘new’ paradigm of machine learning, and how models are an alternative implementation for some logic scenarios, as opposed to writing if/then rules and other code. This session will guide you through understanding many of the new concepts in machine learning that you might not be familiar with including eager mode, training loops, optimizers, […]