Jameson Toole
Cofounder and CEO, Fritz AI

Jameson Toole is the cofounder and CEO of Fritz AI, a company building tools to help developers optimize, deploy, and manage machine learning models on mobile devices. Previously, he built analytics pipelines for Google X’s Project Wing and ran the data science team at Boston technology startup Jana Mobile. He holds undergraduate degrees in physics, economics, and applied mathematics from the University of Michigan and both an MS and PhD in engineering systems from MIT, where he worked on applications of big data and machine learning to urban and transportation planning at the Human Mobility and Networks Lab.

Sessions

14:35–15:15 Thursday, 17 October 2019

Location: Westminster Suite

Creating smaller, faster, production-worthy mobile machine learning models

Implementing AI

Secondary topics: Machine Learning tools, Mobile Computing, IoT, Edge

Jameson Toole (Fritz AI)

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Getting machine learning models ready for use on device is a major challenge. Drag-and-drop training tools can get you started, but the models they produce aren’t small enough or fast enough to ship. Jameson Toole walks you through optimization, pruning, and compression techniques to keep app sizes small and inference speeds high. Read more.