Filmed at https://2018.dotai.io on May 31st in Paris. More talks on https://www.dotconferences.com/talks Like many developers and engineers in the field, Isabel started her journey in computer vision in academia. For some years she was working on image processing for biomedical images in the pre-Deep-Learning-era using handcrafted features. About three years ago she was offered a position at a start-up to apply deep learning on real-life projects. Isabel thought it should be quite similar considering that she was working in applied research before… well she was wrong. Discover 3 main lessons she learnt.