AI-Native Portfolio
activeThis site — a portfolio and blog with semantic search and AI chat built on S3 Vectors and Bedrock.
Hi there, I am
Solutions Architect
I explore the intersection of AI/ML and practical software engineering. Building AI-native applications and sharing what I learn along the way.
This site — a portfolio and blog with semantic search and AI chat built on S3 Vectors and Bedrock.
A TypeScript library for working with Amazon S3 Vectors — embedding, indexing, and querying.
A FastAPI service for semantic search over documents using S3 Vectors and Bedrock embeddings.
A practical guide to React 19 patterns: Server Components, Actions, use() hook, and the new compiler. What's changed and what to adopt.
Practical tips for running Bedrock at scale: model selection, cost optimization, error handling, and monitoring strategies.
How I built this portfolio site with semantic search and AI chat using Amazon S3 Vectors, Bedrock, and Next.js 15.
Get notified about new posts and projects
No spam. Unsubscribe anytime.