Every machine learning engineer eventually encounters this challenge: a model that performs perfectly in a notebook often fails in production. The problem isn’t the algorithm itself; it’s everything surrounding it. In a lab environment, data is clean, schemas are consistent, and dependencies remain stable. However, in a production environment, data changes daily, infrastructure evolves, and … Read more
I’m a longtime operations person who picked up coding to better back my developers. Everyone told me Python was the only path for AI, but I saw real potential in Ruby on Rails. I used Rails 8.0.2 and wanted to weave in an integration with OpenAI. Picking OpenAI was simply a requirements match of needing … Read more
A resume or CV doesn’t usually tell you the full story. It also doesn’t give the right format for you to effectively tell your story. Why has this become the way that we review candidates or to try to become a potential candidate then? I’m a firm believer that the most important of all the … Read more
The team at Pluralsight have kindly opened up the platform for free in order to allow folks to skill up while being under the challenge of the current worldwide situation. Being at home should not mean being out of the game. If you are looking to skill up on any of a variety of literally … Read more