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ai-infra-roadmap

AI Infrastructure & Security Roadmap

Hi, I’m James. I’m learning how to build and secure scalable AI systems from the ground up. This repo tracks everything I’m doing to become a strong candidate for remote roles in cloud engineering, DevOps, and AI security.

I’m not just collecting certificates. I’m building a real portfolio with code, configs, and case studies that reflect practical skill.

What I'm Focusing On

Cloud engineering with Google Cloud and AWS
Docker and Kubernetes for containerization and orchestration
Terraform and Infrastructure as Code
Model deployment using NVIDIA Triton and TensorRT
Secure AI practices including model privacy, encryption, and safe APIs
Jetson and edge computing systems for lightweight, fast AI

Timeline

Started: June 15, 2025
Target: Take freelance projects by September 2025
Long term: Earn a full time remote role in infrastructure or AI deployment by early 2026

Why I'm Doing This

Most people focus only on training AI models. But production AI is about infrastructure, deployment, and security — and that’s where I’m building real depth.

This repo is for showing what I’ve built, how I’m thinking, and the tools I’ve learned to use well. If you’re a recruiter, engineer, or just curious about secure AI workflows, feel free to explore the work here.

Reach out if you want to collaborate or just connect. Always happy to learn from others.

About

Documenting my journey into AI Infrastructure & Security, from the ground up

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