George BakasOptimizing your CI/CD GitHub Actions: A Comprehensive GuideIn the rapidly evolving CI/CD world, optimizing your pipelines is crucial for achieving faster, more reliable, and efficient software…Jul 12Jul 12
George BakasMastering GitHub Actions: Environment Variables and Secrets ManagementGitHub Actions is a powerful tool for automating your software development workflows directly from your GitHub repository. In this article…Jul 51Jul 51
George BakasWrite your own Reusable GitHub Actions Workflowhttps://miro.medium.com/v2/resize:fit:900/0*SM6gpc8GRfy65MmK.pngJul 1Jul 1
George BakasinInnovation-resInference 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, 2022Jul 11, 2022
George BakasinInnovation-resSetup Custom AWS lambda (λ) function dependencies using Docker containersLet’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, 2022Jun 22, 2022
George BakasinInnovation-resDeploy 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, 2022Apr 14, 2022
George BakasinInnovation-resDeploy 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, 2022Apr 4, 2022
George BakasinInnovation-resHow to configure AWS EBS to handle large filesWhat 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, 2022Feb 24, 2022
George BakasinInnovation-resHow to Build, Run and Upload your Docker image on Docker HubWhy Docker?Oct 27, 2021Oct 27, 2021