GPU ML Pipeline on AWS with Terraform
December 2025 6 min read
I built a Terraform module for running ML workloads on AWS GPU instances because spinning up infrastructure manually for each experiment was getting old. This post walks through the architecture decisions, the gotchas I hit with AWS Batch and Docker, and how it all fits together into something actually usable.
A Domain-Addressable Home PaaS
December 2024 10 min read
Turn a Raspberry Pi into your own personal cloud server accessible from anywhere on the internet. This guide shows you how to set up a fully functional platform for running your own services using your own domain name, with automatic security and minimal complexity. It's a practical, hands-on project that proves you don't need cloud subscriptions to host your own software, just open-source tools, a small device, and straightforward setup steps.