Helber Belmiro

@hbelmiro
20 Followers
16 Following
120 Posts
thegreatapi.com | Helping #Java engineers write maintainable software and stay up-to-date with technology | #OpenSource Software Engineer at Red Hat | Working on OpenShift AI.
Helber BelmiroJul 29

Excited to share my new article on the Red Hat Developers blog. It provides a blueprint for the #AI / #ML lifecycle, demonstrating how to use OpenShift AI to build a workflow you can adapt to your projects.

https://developers.redhat.com/articles/2025/07/29/raw-data-model-serving-openshift-ai

#MachineLearning #DataScience #OpenSource

From raw data to model serving with OpenShift AI | Red Hat Developer

Tackle the AI/ML lifecycle with OpenShift AI. This guide helps you build adaptable, production-ready MLOps workflows, from data preparation to live inference

Red Hat Developer
Helber BelmiroJul 29

Once your container is up and running, you can send a request to make an inference.

Read more 👉 https://lttr.ai/AhBe7

#DataScience #AI #MachineLearningModel

Helber BelmiroJul 20

This week I had my article published in the Kubeflow blog. It takes you through the entire #AI / #ML lifecycle using #Kubeflow.

And you don't need a real cluster. You can run the complete pipeline on your laptop.

https://blog.kubeflow.org/fraud-detection-e2e/

From Raw Data to Model Serving: A Blueprint for the AI/ML Lifecycle with Kubeflow

Are you looking for a practical, reproducible way to take a machine learning project from raw data all the way to a deployed, production-ready model? This post is your blueprint for the AI/ML lifecycle: you’ll learn how to use Kubeflow and open source tools such as Feast to build a workflow you can run on your laptop and adapt to your own projects.

Kubeflow
Helber BelmiroJul 11
I published a new GitHub Action to the marketplace!
uv-lock-check - keeps your uv.lock and requirements.txt in sync with pyproject.toml
Check it out: https://github.com/marketplace/actions/uv-lock-check
New action - please report bugs! 🐛
#Python #GitHubActions #uv #OpenSource
uv-lock-check - GitHub Marketplace

Validates if the uv.lock file and optionally requirements.txt files were generated from the current pyproject.toml file

GitHub
Helber BelmiroJun 29
🚀 kgrep v0.4.0 is out!
Now fully rewritten in Go for better alignment with the Kubernetes ecosystem and easier community contributions.
New: improved namespace/log search, updated deps, automated builds.
Get it: https://github.com/hbelmiro/kgrep/releases/tag/v0.4.0
#Kubernetes #Go #OpenSource
Release v0.4.0 · hbelmiro/kgrep

What's Changed Bump quarkus.platform.version from 3.22.1 to 3.22.2 by @dependabot in #119 Bump quarkus.platform.version from 3.22.2 to 3.22.3 by @dependabot in #120 Add support for default namespa...

GitHub
Helber BelmiroMay 1

Thrilled to announce kgrep v0.3.0, one of our most exciting releases yet! 🎉 The new `resources` command lets you search any Kubernetes resource, including custom ones.

Download now: https://github.com/hbelmiro/kgrep/releases/tag/v0.3.0

#Kubernetes #kgrep #OpenSource #DevTools

Release v0.3.0 · hbelmiro/kgrep

What's Changed Decoupled getResources and actual grep by @hbelmiro in #100 Bump quarkus.platform.version from 3.19.2 to 3.19.3 by @dependabot in #101 Added new resources command to grep any kind o...

GitHub
Helber BelmiroApr 28

To use your library in different projects, you have to publish it on a repository like Maven Central Repository.

Read the full article: How to Create a Java Library: From Scratch to Maven Central
▸ https://lttr.ai/AeGLE

#java #LibraryDevelopment #maven

How to Create a Java Library: From Scratch to Maven Central - The Great API

Run through the entire process of creating a Java library from zero to publishing it to Maven Central Repository.

The Great API
Helber BelmiroApr 16

Using LangChain4j with Quarkus, a cloud-native, container-first framework, we will develop a tool proficient in analyzing and summarizing the content of blog posts.

Read more 👉 https://lttr.ai/Adsak

#JavaApplication #LargeLanguageModels #AIML

How to use LLMs in Java with LangChain4j and Quarkus | Red Hat Developer

Learn how to create a Java application that uses AI and large-language models (LLMs) by integrating the LangChain4j library and Red Hat build of Quarkus

Red Hat Developer
Helber BelmiroApr 10

Applying these principles in your APIs will put you on the path to staying up-to-date.

Read the full article: 3 principles to apply in your Java APIs and stay up-to-date with technology
▸ https://lttr.ai/Add1Q

#Java #OSS #StayingUpToDate

3 principles to apply in your Java APIs and stay up-to-date with technology - The Great API

The 3 principles of great frameworks and libraries. Applying these principles in your APIs will put you on the path to staying up-to-date.

The Great API
Helber BelmiroApr 9

We will do this using a pattern called Dependency Injection.

Read more 👉 https://lttr.ai/Adax7

#Java #DependencyInjection #OSS

Creating Testable Applications with MicroProfile and CDI - The Great API

In software development, writing test code is just as important as writing the application code itself. An application without tests will quickly turn into a nightmare for the maintainers because every change needed, no matter how harmless it may seem, something may stop working as it should and, in many cases, that will only be… Read More »Creating Testable Applications with MicroProfile and CDI

The Great API