Scratching My Own Itch: Turning Apple Health Data Into Insights


For a long time, I thought I was doing everything right. I tracked everything — workouts, calories, sleep, water intake, even alcohol consumption and reading habits. Like many people, I relied on Apple Health to store all my data. The problem wasn’t collecting the data. It was understanding it. The Problem With Tracking Everything I … Continue reading Scratching My Own Itch: Turning Apple Health Data Into Insights

Understanding how third-party query engines integrate with Lake Formation


Integrating with AWS Lake Formation allows third-party services to securely access data stored in Amazon S3–based data lakes. Over the past few days, I’ve gained several valuable insights from hands-on experience that I’d like to share. I will walk you through the end-to-end workflow illustrated above and highlight some key lessons and challenges encountered along … Continue reading Understanding how third-party query engines integrate with Lake Formation

AWS Bedrock AgentCore: Enterprise-Grade AI Agent Infrastructure for Production Deployments


AI-Generated Content Disclaimer: This blog post was created with the assistance of AI technology and based on official AWS documentation. While we strive for accuracy, please verify information with the latest AWS documentation and consult AWS support for production implementations. Some commands in the “Step-by-Step Setup” section are not based on actual documentation and have … Continue reading AWS Bedrock AgentCore: Enterprise-Grade AI Agent Infrastructure for Production Deployments

Amazon S3 Tables: Purpose-Built Storage for Analytics Workloads


Amazon S3 Tables represents a significant evolution in cloud storage, offering a purpose-built solution for analytics workloads that combines the durability and scalability of Amazon S3 with optimizations specifically designed for tabular data. This new storage class addresses the growing need for efficient, high-performance analytics storage in modern data architectures. What is Amazon S3 Tables? … Continue reading Amazon S3 Tables: Purpose-Built Storage for Analytics Workloads