AWS for MLOps

Playbook Overview

A practitioner's reference for AWS services in production ML and GenAI systems. Each category contains service guides with Terraform templates, cost optimization strategies, and decision frameworks.

A Note on This Playbook

Important Disclaimers:

• On Authenticity: The methodologies and frameworks shared here are drawn directly from my professional experience.
• On Collaboration: These posts were created with the assistance of AI for diagram, code and prose generation. The strategic framing, project context, and real-world insights that guide the content are entirely my own.