Guided the front-end team for Lobe, a project incubated in the Office of the CTO aimed at democratizing machine learning.
Lobe is a free, easy-to-use desktop application that has everything you need to bring your machine learning ideas to life. Just show it examples of what you want it to learn, and it automatically trains a custom machine learning model that can be shipped in your app.
Focus
Building a fluid, visually-driven desktop application using web technologies that hid the immense complexity of model training behind a beautiful, accessible interface.
Visual labeling and categorization interface.
Live model testing and real-time inference feedback.