How do we serve a response with confidence, if we don’t know how confident we should be about the response? Author: Soham Chatterjee Over the last few weeks, we have been trying to build an LLM product ourselves, a Chrome extension... View article
Author: Vechtomova Maria As more and more companies rely on machine learning to run their daily operations, it’s becoming important to adopt MLOps best practices. However, it can be hard to find structured information on what those best practices actually... View article
To be successful with machine learning, you need to do more than just monitor your models at prediction time. You also need to monitor your features and prevent a “garbage in, garbage out” situation. However, it’s extremely hard to detect... View article
This is a project for the MLOps Community to fully understand what Machine Learning Engineers do at their jobs. We want to find out what your day-to-day looks like from the most granular to the most mundane, please tell us... View article
What does a Machine Learning Engineer do at Etsy? This is a project for the MLOps Community to fully understand what different people touching ML do at their jobs. We want to find out what their day-to-day looks like. From... View article
A project for the MLOps Community to fully understand what different people do at their jobs. We want to find out what their day-to-day looks like. Today we shine the spotlight on Mr. James Lamb Machine Learning Extrodinar and LightGBM maintainer... View article
What are some things that drive you crazy about your position? People reinventing the wheel. From time to time, we discover some people from other parts of the company trying to create something that we already solved.... View article
This blog is written by Vishnu Rachakonda, a Data Scientist at FirstHand. Why I’m writing this Inspired by Ben Kuhn’s Essays on programming I think about a lot, I put together a list of the most influential reads on my... View article