A template for configuring Flask + Gunicorn + Nginx + Docker with a detailed explanation, that should bring you a bit closer to working with microservices, building MVPs, and so on. — It might be tricky to develop a good Machine Learning model, but even if one manages to do that, it’s still pretty much useless until you deploy it, so that other people can access it. There are many ways to deploy a model, and I would like to talk about…

A story about my first Kaggle competition, and the lessons that I learned during that competition. Moreover, tons of code, model weights, and just ideas that might be helpful to other researchers. — Almost a year ago I participated in my first Kaggle competition about cancer classification. Since then I’ve taken part in many more competitions and even published a paper on CVPR about this particular one with my team. However, I feel that we lose most of the knowledge after a competition…