In this episode of Running in Production, Amit Jain goes over building an auctioning system that uses machine / deep learning and is powered by Flask and Python. It’s all hosted on AWS and has been up and running since mid 2011.
Amit goes over a few machine learning libraries, refactoring a 100k+ line monolith into microservices without any automated tests, the importance of machine learning accuracy, using a bunch of AWS services to deploy a large site, treating your infrastructure as code and more.
Topics IncludeThis episode does not have a sponsor and this podcast is a labor of love. If you want to support the show, the best way to do it is to purchase one of my courses or suggest one to a friend.