Medium

Omari J

Omari J

·

Jan 25

An Introduction to AWS Identity and Access Management (IAM) 2026

AWS Identity and Access Management (IAM) is one of the most critical and often most misunderstood services in AWS. Whether you’re just…

An Introduction to AWS Identity and Access Management (IAM) 2026

Omari J

·

Jan 11

MLOps: A Complete Intro To Monitoring Machine Learning Systems

In this article we’ll be learning how to monitoring our machine learning systems using a popular MLOps tool, Evidently.

MLOps: A Complete Intro To Monitoring Machine Learning Systems

Omari J

·

Oct 21, 2025

MLOps: Continuous Integration (CI) For ML Pipelines With Github Actions

In this article, we are going to build a continuous integration (CI) system for a machine learning training pipeline with GitHub Actions.

MLOps: Continuous Integration (CI) For ML Pipelines With Github Actions

Omari J

·

Oct 9, 2025

MLOps: Monitoring ML Models with Evidently

Machine learning is the field of teaching machines to carry out tasks that require human levels of intelligence. To teach a machine we use…

MLOps: Monitoring ML Models with Evidently

Omari J

·

Oct 9, 2025

MLOps: Deploying to SageMaker with MLflow

This article will walk through the steps to deploy a model to Amazon SageMaker. The prerequisites for this article is that you have trained…

MLOps: Deploying to SageMaker with MLflow

Omari J

·

Sep 22, 2025

Netflix’s New AI: Built To Keep Users Glued To Screens

In 2025 Netflix posted annual revenues of $41B, generating over $10B in profit. This is despite being in an intensely competitive video…

Netflix’s New AI: Built To Keep Users Glued To Screens

Omari J

·

Sep 22, 2025

Does LinkedIn’s New ‘AI Job Search’ Make Finding Your Dream Role Easier?

Since the launch of ChatGPT in late 2022, many tech companies have introduced AI features into their products. Most changes have been…

Does LinkedIn’s New ‘AI Job Search’ Make Finding Your Dream Role Easier?

Omari J

·

Sep 22, 2025

Zuck’s New AI Is Making Meta Billions, Using Your Data

At the time of writing Meta’s share price is almost 10X its low in November 2022. Its stock value is linked to it capacity to generate…

Zuck’s New AI Is Making Meta Billions, Using Your Data

Omari J

·

Aug 29, 2025

MLOps: Building Reproducible ML Pipelines with Metaflow and MLflow

Approaching a new machine learning project often means experimenting with different algorithms, parameters, and metrics we need to track to…

MLOps: Building Reproducible ML Pipelines with Metaflow and MLflow

Omari J

·

Aug 29, 2025

A Practical Introduction Metaflow Orchestrator: Building Production ML Pipelines

Metaflow is a Python MLOps library that simplifies designing and implementing machine learning pipelines. People commonly refer to it as an…

A Practical Introduction Metaflow Orchestrator: Building Production ML Pipelines

Omari J

Omari J

AI/ML/MLOps Engineer and Writer. MLOps PyTorch Amazon SageMaker Metaflow contact me on LinkedIn: https://www.linkedin.com/in/mlopsomari/

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