Marika Bergman

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Testing my EPUB reader by letting AI handle the browser

May 2, 20268 min read

Boost Data Modeling Efficiency Using Amazon DynamoDB MCP Server

Oct 15, 20255 min read

Personalising LLM Output with DynamoDB and Deterministic Filters

When I started building an application that extracts key concepts and vocabulary from a text, I thought I could handle personalisation through the prompt alone. It turned out that getting reliable res

Jun 3, 20268 min read

Spec-Driven Development: Coordinating Code with Kiro AI IDE

Jul 14, 20256 min read

Maths Revision Material via Amazon Nova: An Experiment

May 19, 20257 min read

Building Location-Based Access Patterns in DynamoDB

When working on adding location-based search to a DynamoDB database project, I discovered there's more than one way to handle geospatial queries. The general principle is that geospatial queries can be managed by storing a geohash as an attribute for...

Nov 12, 20246 min read

Designing a GitOps Pipeline for AWS and Terraform

EDIT: An updated and more accurate diagram can be found in the project’s repository. The repository also contains further technical implementation details. I have wanted to learn more about GitOps a

Oct 15, 20246 min read

AI Adventures at a HealthTech Hackathon: A Developer's Perspective

I recently participated in MediHacks 2024 hackathon. During the hackathon, our team accepted the challenge of creating an AI-powered conversational co-pilot for emergency dispatchers. As emergency dis

Jul 29, 20245 min read

React + AWS + Terraform Tutorial: Deploying a Serverless Contact Form

This tutorial walks you through creating a simple contact form front-end web application with React. The contact form will be connected to a serverless AWS backend, leveraging Amazon Simple Email Service, AWS Lambda and API Gateway. When you submit t...

Jan 23, 202413 min read

Creating a Terraform Custom Provider - Terraform Cloud Project Beginner Bootcamp

The first two weeks of the Terraform Cloud Project Bootcamp from Exampro were spent on getting our development environment in Gitpod up and running, as well as becoming familiar with the basic feature

Oct 13, 20235 min read

AWS Cloud Project Bootcamp - IaC

After spending months working through the bootcamp and creating resources through 'click ops' and AWS CLI, it was time to start automating our infrastructure provisioning. For most of the stacks we used CloudFormation, however, the DynamoDB stack was...

Jul 13, 20235 min read

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