Chicago skyline
ML & Enterprise Efficiency Architect · Author · Builder

Building systems that elevate people to do interesting work securely. Writing it down along the way.

Matt Fitzgerald — ML & Enterprise Efficiency Architect & Author

Matt Fitzgerald

Chicago, IL · Open to opportunities

10+ yrs

engineering exp.

4 Books

published

I’ve spent 10+ years automating the repetitive, leading engineering teams, and shipping production-grade ML systems. I share what I learn openly — through writing, books, and code.

Whether you’re looking to work with an ML and enterprise efficiency architect, collaborate on a project, or just want practical automation knowledge — you’re in the right place.

Live
10+
years in production
250+
hrs/month automated
35,000
end users on systems built
4
books published
Phoenix Award
Entara, 2024

by the numbers

Some numbers from the work.

These come from real systems built and run over the years — not estimates, not projections. Every number has a specific project behind it.

10+
Years building automation systems
since 2016
4 hrs
Contract to live network
deployment pipeline
500+
Tickets classified per day
ML classifier · Phoenix Award '24
250+
Hours saved per month
enterprise automation

in production

Things running in the background.

A couple of the systems I've built, simulated here because it looks cool.

_

meta

This site is the portfolio.

mfitz.net is a custom Laravel application — built, deployed, and maintained by me. I wanted something I understood end-to-end, so I built it from scratch. The stack below is what's running right now.

Browser-tested with Laravel Dusk, deployed via a GitHub Actions CI/CD pipeline that runs the test suite before every merge, and served behind Nginx with a Cloudflare WAF in front.

Framework Laravel 12 / PHP 8.3
Frontend Alpine.js · Tailwind CSS · Vite
Database MySQL · SQLite (testing)
Testing Pest · Laravel Dusk (12 tests)
CI / CD GitHub Actions · test-gated deploy
Infrastructure Self-hosted · Nginx · Cloudflare WAF

from the blog

Recent writing.

books

Written for builders, by a builder.

Not theory. Not thought leadership. Frameworks that come from running production systems.

Live Life Automated cover

Live Life Automated

The Operator's Complete System for Eliminating Repetitive Work

Build systems that run your business without you.

A practitioner's handbook for operators, freelancers, and small business owners who are tired of doing the same thing twice. Live Life Automated walks you through the exact frameworks, tools, and mind...

Geeking Out cover

Geeking Out

How to Turn Your Technical Skills into a Viable Business

The technical founder's guide to building a real business.

Most technical people are great at their craft and terrible at turning it into a business. Geeking Out bridges that gap — walking through the mindset shifts, pricing frameworks, client acquisition str...

Your Idea Workbook cover

Your Idea Workbook

A Framework for Validating Ideas Before You Build

Test your ideas before you invest time, money, or reputation.

Most ideas fail not because they were bad ideas, but because nobody validated them early enough. Your Idea Workbook is a structured framework for inventors, entrepreneurs, and operators who want to pr...

My Password Helper cover

My Password Helper

A Practical Guide to Password Management

Understand password managers — and actually use one.

Password management is one of those problems everyone knows they should solve and almost nobody solves well. My Password Helper walks non-technical and technical readers through why password reuse is...

press

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