Hugo is one of the most popular static site generators and has been around for almost 10 years. If you have a basic understanding of web development and know how to use command line tools, you’ll be able to create a basic website within a few hours. I’ll explain step…

I’ve been in Product Management for over 10 years now and I’ve picked up a thing or two along the way. In this post, I’m explaining my Product Backlog best practices. Creating a sorted list of software requirements sounds straightforward. In practice, however, exactly the opposite is the case. Have a Pre-backlog Before the Actual Backlog One…

Machine learning is a discipline of AI. It uses statistics to solve user problems. So, if you want to develop a machine learning product you need to understand the underlying algorithms. And surprise: statistics. This article is a non-technical overview of 8 proven algorithms to use in Machine Learning products. Algorithms …

Use KPIs, proxy metrics and OKRs to quantify the value of an AI product — Like any digital product, an AI product’s success should be determined by its profit contribution. Business performance indicators such as operating cash flow (OCF) or the monthly recurring revenue (MRR) are suitable for measuring the product’s contribution to the company’s success. But in order to quantify the accuracy of the…

In 2017 I shipped my first Artificial Intelligence (AI) product. Today the product is an integral part of Europe’s leading mobility marketplace with 8 million monthly unique users. Here are 13 AI Product Management basics I learned during that time. Terminology At the beginning briefly the definition of three important terms…