AI-Native Portfolio
activeThis site — a portfolio and blog with semantic search and AI chat built on S3 Vectors and Bedrock.
Next.js 15Tailwind CSSS3 VectorsBedrockVercel AI SDKTypeScript
Hi there, I am
Building with AI
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.
Next.jsTypeScriptAWSBedrockS3 VectorsTailwind
Featured Projects
View all →S3 Vectors Toolkit
activeA TypeScript library for working with Amazon S3 Vectors — embedding, indexing, and querying.
TypeScriptAWS SDKS3 VectorsBedrock
Semantic Search API
activeA FastAPI service for semantic search over documents using S3 Vectors and Bedrock embeddings.
PythonFastAPIS3 VectorsBedrockPydantic
Recent Posts
View all →Modern React Patterns in 2026
A practical guide to React 19 patterns: Server Components, Actions, use() hook, and the new compiler. What's changed and what to adopt.
·2 min read·react, next.js, typescript
AWS Bedrock in Production: Lessons Learned
Practical tips for running Bedrock at scale: model selection, cost optimization, error handling, and monitoring strategies.
·2 min read·aws, bedrock, ai
Building an AI-Native Portfolio with S3 Vectors
How I built this portfolio site with semantic search and AI chat using Amazon S3 Vectors, Bedrock, and Next.js 15.
·1 min read·ai, aws, s3-vectors
Subscribe to my newsletter
Get notified about new posts and projects
No spam. Unsubscribe anytime.