AWS

Overview In this comprehensive guide, we will demonstrate the process of deploying a locally trained YOLOv5 model to AWS SageMaker with auto-scaling configurations. Additionally, we will explore the utilization of a lambda function to construct an S3 trigger, enabling image inference whenever new images are added to the designated S3 bucket…

Although AWS API Gateway is a great service (considering all the features you get out-of-the-box) to integrate with any AWS services, the AWS Management Console limits you from integrating with all the AWS services .. or does it? Based on the fact that AWS services sits behind a vast amount…

Introduction In the ever-evolving landscape of cloud computing, ensuring the security and integrity of data transmissions is paramount. AWS Key Management Service (AWS KMS) provides a robust solution for managing encryption keys and enables users to exert control over data encryption across various AWS services and applications. When it comes to…

We will configure and deploy our sample application i.e 2048 Game on AWS EKS Cluster using Helm Chart

I have been working on AWS ECS to manage Docker containers for production. Sometimes, I need to check the container logs when there is an issue. AWS has a service called CloudWatch to monitor logs of ECS containers but it comes with price. Since AWS ECS is built on top…

Prompt engineering refers to the process of carefully crafting prompts or instructions to guide a language model like ChatGPT in generating desired responses. While prompt engineering is more commonly associated with natural language processing tasks, such as text generation or question-answering, it can also be applied to data engineering tasks. …

In this project, I used Jenkins as a Continuous Integration tool, to Integrate the code from git, and Argocd as a Continuous Deployment of the application to AWS EKS. In my earlier blog, I explained how to deploy a Monitoring Application to AWS EKS, Following that, this project explains how…

AWS CDK Serverless Cookbook: Chapter 2 — In the last chapter, we created our CDK app and bootstrapped our AWS account. In this chapter, we will review and modify the CDK app structure. The CDK folder structure Open your favorite text editor, integrated development environment (IDE) application, or Microsoft Visual Studio Code[1] (vscode). …

In today’s fast-paced technology landscape, automating infrastructure provisioning and deployment is essential for organizations seeking agility, scalability, and efficiency. AWS Cloud Development Kit (CDK) has emerged as a powerful tool to accomplish these goals. …