Blog

April 7, 2026

Engineering An AI Agent To Navigate Large-scale Event Data - Part 2

Part 2: From Query Patterns to Intelligent Tools & Agent Design

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April 30, 2024

3 Takeaways From Our Survey Of Top ML Teams

This blog highlights findings from Arize AI and MLOps Community’s recent survey of ML teams. To see the full results, download a copy of the report . Compared to DevOps or data engineering, MLOps is still relatively young as a practice despite tremendous growth.

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April 30, 2024

Serverless Deployment of Machine Learning Models on AWS Lambda

This article is written by Lloyd Hamilton . Lloyd is a data instructor based in CodeClan Edinburgh where he teach subjects ranging from data manipulation, data visualisation and machine learning. He recently wanted to understand how he could create value from his machine learning models and this lead him to the world of MLOPs.

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April 30, 2024

How Distributed LightGBM Works

This article discusses a talk by James Lamb . James is a Machine Learning Engineer at SpotHero, based in Chicago, IL. He is a LigthGBM maintainer and has led several large efforts to expand access to LightGBM, including publishing that project’s R package on CRAN and integrating ‘dask-lightgbm’ into the main ‘lightgbm’ Python package.

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April 30, 2024

Building Neoway’s ML Platform with a Team-First Approach and Product Thinking

This article is written by Breno Costa ( The original post can be found here ). Organizational Structure On Team Topologies Redesigning our Teams Interaction Between Teams Internal Platform Teams Machine Learning Platform Early Challenges Product Thinking User Interviews Proto-Personas User Story Map Prioritization Agile Execution Key Takeaways Neoway is a Brazilian company that generates intelligence for decision-making and productivity for the processes of marketing, compliance, fraud prevention, legal analysis, and credit management. Since its foundation, the company has invested in a data platform for collection, ingestion, treatment, and presentation that can be used to create products and services for different use cases.

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April 30, 2024

Neoway’s Feature Store

This article is written by Breno Costa ( The original post can be found here ). This blog post was written with the support of talented people who developed Neoway’s Feature Store together with me, Manoel Vilela and Matheus Frata . A fundamental part of the process of building data science models is to create features that bring relevant information to the problem being solved.

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April 30, 2024

Best 2021 MLOps Podcast/Meetup Awards

All the MLOps podcasts the last year were special. I want to call out a few of them as I reflect on the year. It may be useful for you in case you were looking for something to do with all the free time you’ll have over the holidays.

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April 30, 2024

MLOps – 2021 Year in review

This post is inspired by community member Eugene Yan’s 2021 year in review . I thought it would be nice to review what we have accomplished over the year and see how far we’ve come. Unlike Eugene’s blog, we never had any formal goals.

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April 30, 2024

What is the secret formula for MLOps success?

This article is written by Hristo Krastev ( The original post can be found here ). Clearly, no mastermind holds the key. A better place to search might be in the sleepless nights and the overtime hours spent on operationalizing machine learning models.

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April 30, 2024

Getting a job in MLOps

Hey, I am Nilansh and I wanted to share my story about how I got my latest job. Hopefully, this will inspire others. It’s a bit of my journey so bear with me! Background I graduated with my bachelor’s in computer science and engineering from the Indian Institute of Technology Ropar in May 2021.

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