From Kaggle to Google DeepMind: An interview with Jeffrey De Fauw

Everyone has heard of Kaggle, but have you heard of London-based Google DeepMind? Their researchers build deep learning algorithms to conquer everything from Pong and the ancient game of go to blindness caused by diabetic retinopathy. If the latter sounds particularly familiar, you may be recalling the Diabetic Retinopathy Detection competition which ran on Kaggle from February 2015 to July 2015. In this blog post, I interview Jeffrey De Fauw who came in 5th place in this competition using convolutional neural networks and is first author of Google DeepMind's study spearheading efforts to automate analysis of ophthalmic images using machine learning in order to help clinicians diagnose sight-threatening diseases. He explains how he got started on Kaggle, how it led him to his current role at DeepMind, and what he's learned along the way.