Johnny Tran

AI Automation & DevOps Engineer

I build reliable AWS infrastructure and automate the systems teams depend on.

I'm an AI Automation & DevOps engineer focused on AWS cloud infrastructure and workflow automation.

Email Johnny

github linkedin

01 - projects

all projects

Case studies in progress

Publishing standard

Real-world work will be published with its problem, constraints, decisions, and measurable outcome.

Coming soon

Evidence-first work

Explore now

Until then, the Labs document hands-on infrastructure experiments and working prototypes.

Coming soon

Problem to outcome

Case study anatomy

Each project will connect a concrete pain point to the trade-offs, implementation, and result.

Coming soon

Built for real use

Publication criteria

Only work with meaningful scope and evidence belongs here; smaller experiments stay in Labs.

Coming soon

Case studies in progress

Publishing standard

Real-world work will be published with its problem, constraints, decisions, and measurable outcome.

Coming soon

Evidence-first work

Explore now

Until then, the Labs document hands-on infrastructure experiments and working prototypes.

Coming soon

Problem to outcome

Case study anatomy

Each project will connect a concrete pain point to the trade-offs, implementation, and result.

Coming soon

Built for real use

Publication criteria

Only work with meaningful scope and evidence belongs here; smaller experiments stay in Labs.

Coming soon

Case studies in progress

Publishing standard

Real-world work will be published with its problem, constraints, decisions, and measurable outcome.

Coming soon

Evidence-first work

Explore now

Until then, the Labs document hands-on infrastructure experiments and working prototypes.

Coming soon

Problem to outcome

Case study anatomy

Each project will connect a concrete pain point to the trade-offs, implementation, and result.

Coming soon

Built for real use

Publication criteria

Only work with meaningful scope and evidence belongs here; smaller experiments stay in Labs.

Coming soon

02 - labs

all labs

Private Cloud HomeLab Infrastructure

Personal Project · Private Cloud Infrastructure

A self-hosted private cloud environment for running, securing, and remotely administering personal infrastructure services.

Proxmox VE
Linux
Tailscale
+1

AWS Infrastructure Labs

Personal Project · AWS Cloud Infrastructure

An evolving collection of production-oriented AWS infrastructure projects, designed to explore reusable, secure, highly available, and cost-aware cloud architecture patterns.

Terraform
AWS
Linux
+1

Hybrid AI-Based DDoS Detection Platform

Team Leader · Infrastructure & Observability

A distributed platform for simulating network traffic and observing AI-assisted DDoS detection behavior in real time.

Python
Docker
Linux
+2

Private Cloud HomeLab Infrastructure

Personal Project · Private Cloud Infrastructure

A self-hosted private cloud environment for running, securing, and remotely administering personal infrastructure services.

Proxmox VE
Linux
Tailscale
+1

AWS Infrastructure Labs

Personal Project · AWS Cloud Infrastructure

An evolving collection of production-oriented AWS infrastructure projects, designed to explore reusable, secure, highly available, and cost-aware cloud architecture patterns.

Terraform
AWS
Linux
+1

Hybrid AI-Based DDoS Detection Platform

Team Leader · Infrastructure & Observability

A distributed platform for simulating network traffic and observing AI-assisted DDoS detection behavior in real time.

Python
Docker
Linux
+2

Private Cloud HomeLab Infrastructure

Personal Project · Private Cloud Infrastructure

A self-hosted private cloud environment for running, securing, and remotely administering personal infrastructure services.

Proxmox VE
Linux
Tailscale
+1

AWS Infrastructure Labs

Personal Project · AWS Cloud Infrastructure

An evolving collection of production-oriented AWS infrastructure projects, designed to explore reusable, secure, highly available, and cost-aware cloud architecture patterns.