Image with some help from Dingboard Original post here. In 2023, I wrote two pieces on machine learning engineering for The Pragmatic Programmer. (Part 1 and Part 2). However, since I started working with LLMs recently, neural architectures have changed some of those assumptions. To be clear, most of machine learning in production is still not related to large language models or generative AI, and even deep learning projects, of which LLMs are a small subset, make up no more than 10% of the m...
