From DataZone to SageMaker Unified Studio: Datalakehouse Blueprint Evolution
Deep dive into the DataLakehouse Blueprint differences between DataZone and SageMaker Unified Studio (SMUS) and how to reproduce the v1 layout.
Blog
Thoughts on Data Engineering, Cloud Architecture, and AI Development.
Deploying an Enterprise vLLM Stack on GKE
A practical guide to deploying and serving open-weight models on Google Kubernetes Engine using vLLM for agentic coding workflows.
SageMaker Unified Studio Projects
A deep dive into the architecture and lifecycle of projects in SageMaker Unified Studio.
WebMCP: The Invisible Layer for AI Agents
A deep dive into the Model Context Protocol (MCP) and building WebMCP tools for AI agents.
From Amazon DataZone to SageMaker Unified Studio: A Strategic Guide to Blueprints
A deep dive into AWS-managed and custom blueprints in SageMaker Unified Studio.
Obsidian Power Setup: Git & AI
How to securely sync your Obsidian vault with Git and integrate AI features via Copilot for a powerful second brain.
From DataZone to SageMaker Unified Studio: A Cataloging Evolution
A high-level overview of the transition from Amazon DataZone to SageMaker Unified Studio, exploring the structural changes and migration impact.
Hello World — This Blog is Live
Welcome to my blog about Data Engineering, Cloud Architecture, and AI Development.