Without a shadow of a doubt, the most exciting application of machine learning has been in autonomous vehicles. The technology needed is far more complex than we could have predicted and a large variety of components are required for us to achieve fully autonomous vehicles. This is where some impressive new startups have broken into the industry, bringing their takes on how the technology should be applied and developed. Joining us at the Deep Learning Summit in San Francisco this month is Ouster, we had the opportunity to chat with Reyhaneh Kazerani, Machine Learning Engineer at Ouster. She gave us great insight into the exciting computer vision projects at Ouster and her perspective on future machine learning developments.