@heinhtetwin

Crafting an AI Agent with Bedrock: for AWS learning

Sep 21, 2025 · 6 min read · Introduction: Why I choose to build exam AI agent As a DevOps engineer constantly preparing for AWS certifications, I found myself spending hours creating practice questions. The available resources were either too basic or didn't cover the latest se...

Part 2: Deploying and using an AWS Quiz Generator on AWS infrastructure

May 4, 2025 · 8 min read · Hi everyone! Welcome back to the two-part series of GenAI application on AWS. In this part-2 of the series, I will continue what we have left in the part-1 and deploy our solution in my AWS account so anyone from the internet can access it and use it...

Part 1: Build an AWS Quiz Generator and exam practice app with the help of GenAI and Amazon Nova

May 4, 2025 · 14 min read · Big shout out to AWS Community Builder team for providing the credits $$$ needed to create these content and for the amazing AI Engineering month of the 2025. A Generic Introduction Hi everyone! I am Hein Htet Win, a professional Cloud and DevOps en...

Running LLMs Locally Using OLLAMA for AI-based App Development

Apr 18, 2025 · 7 min read · Large Language Models (LLMs) have revolutionized how we build intelligent applications, but working with them can be challenging when relying solely on cloud-based solutions. This post explores how developers can leverage OLLAMA to run powerful langu...

Deploying a 2048 Game Application on ECS in an automated way

Apr 5, 2025 · 15 min read · In this article, we will learn about how to automate the deployment of a simple game 2048 application in a containerized environment using AWS ECS combined with AWS CloudFormation for Infrastructure-as-code template. Why This Architecture? AWS ECS:...