Writing

Building a Simple Video Hosting Service using Amazon CloudFront, Amazon S3, and AWS Amplify

Sep 20, 2023

A simple video hosting service using Amazon S3 for storage, CloudFront for global streaming, and AWS Amplify for front-end delivery.

AWSCloudFrontS3Video Streaming

Machine Learning Mathematics: Regression Basics

Dec 15, 2023

An introduction to regression in machine learning, covering the basics of how models find relationships between variables and make predictions.

MLMathematicsRegression

Personal ML Projects with Amazon SageMaker, Amazon Comprehend, Amazon Forecast and Other ML Services

Nov 8, 2023

Exploring personal ML projects using Amazon SageMaker for model building, Amazon Comprehend for text analysis, Amazon Forecast for time-series predictions, and other AWS ML services.

AWSMLSageMakerComprehend

The AI Revolution: An Overview of Generative AI and Foundation Models

Oct 22, 2023

An overview of the AI revolution, focusing on generative AI and foundation models and their transformative impact.

AIGenerative AIFoundation Models

Serverless Synergy: Building a Full-stack Serverless Application with Sentiment Analysis from Image Capabilities with the AWS Suite

Sep 18, 2023

Building a full-stack serverless app with AWS services, combining sentiment analysis and image processing in a scalable, cost-efficient way.

AWSServerlessAILambda

Securing Application Logs with Amazon Comprehend

Sep 18, 2023

Using Amazon Comprehend to secure and analyze application logs for insights and sensitive data protection.

AWSSecurityComprehendLogs