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George Bakas

George Bakas

Optimizing your CI/CD GitHub Actions: A Comprehensive Guide

In the rapidly evolving CI/CD world, optimizing your pipelines is crucial for achieving faster, more reliable, and efficient software…

Jul 12

Optimizing your CI/CD GitHub Actions: A Comprehensive Guide

Jul 12

George Bakas

Mastering GitHub Actions: Environment Variables and Secrets Management

GitHub Actions is a powerful tool for automating your software development workflows directly from your GitHub repository. In this article…

Jul 5

Mastering GitHub Actions: Environment Variables and Secrets Management

Jul 5

George Bakas

Write your own Reusable GitHub Actions Workflow

https://miro.medium.com/v2/resize:fit:900/0*SM6gpc8GRfy65MmK.png

Jul 1

Write your own Reusable GitHub Actions Workflow

Jul 1

George Bakas
in
Innovation-res

Inference your Object Detection Transformer (DETR) custom trained model on AWS Sagemaker using…

Hello and welcome to a new tutorial! In this tutorial we find ourselves deploying a custom trained DETR model for Object Detection using…

Jul 11, 2022

Inference your Object Detection Transformer (DETR) custom trained model on AWS Sagemaker using…

Jul 11, 2022

George Bakas
in
Innovation-res

Setup Custom AWS lambda (λ) function dependencies using Docker containers

Let’s face it… When it comes to running serverless applications, AWS Lambda (λ) service is one of the most easy to develop and deploy. With…

Jun 22, 2022

Setup Custom AWS lambda (λ) function dependencies using Docker containers

Jun 22, 2022

George Bakas
in
Innovation-res

Deploy your ML Model using AWS Sagemaker (Part 2)

We continue to the next section in which we showcase how to setup the basic outline for you to serve your application on AWS. Assuming that…

Apr 14, 2022

Apr 14, 2022

George Bakas
in
Innovation-res

Deploy your Instance Segmentation Model using AWS Sagemaker (Part 1)

This post will guide you on how to take a ML model that you have created on your local machine and use it within AWS for inference. This…

Apr 4, 2022

Deploy your Instance Segmentation Model using AWS Sagemaker (Part 1)

Apr 4, 2022

George Bakas
in
Innovation-res

How to configure AWS EBS to handle large files

What if you want to setup a model on AWS Sagemaker that is able to handle large files and requests? Τhe answer is to use the AWS Sagemaker…

Feb 24, 2022

How to configure AWS EBS to handle large files

Feb 24, 2022

George Bakas
in
Innovation-res

How to Build, Run and Upload your Docker image on Docker Hub

Why Docker?

Oct 27, 2021

How to Build, Run and Upload your Docker image on Docker Hub

Oct 27, 2021

George Bakas

George Bakas

I am a proficient DevOps Engineer with a PhD in High Energy Physics, interested in creating CI/CD pipelines, infrastructure as code and orchestration.

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