I founded Small Machine Co. after years of integrating AI into my own small business. I built 115+ AI workflows, automations and platforms that helped power a 7-figure coaching business and save my team 30+ hours every single week.
It all comes back to systems. They've changed my life at every stage.
founder, Small Machine Co.
115+
AI workflows built
30+ hrs
saved every week
$4.3M+
revenue, built on systems
1.4M+
following on LinkedIn
biology degree, terrible grades
13 Years Ago
300 Applications. Zero Offers.
I graduated with a biology degree, terrible grades, and a job in medical device sales. I hated it. I dreamed of moving to NYC and working in tech.
But the traditional job search never worked for me. I sent over 300 applications and got a whopping zero job offers to show for it.
here are the
Four Systems That Changed Everything.
1System #1 · The Job Search
Great Systems Come From Your Experience.
That's when I built my first system. I emphasize "my" because it was the first time I realized great systems come from your own experience, not from following what everyone else is doing.
I created a job search system tailored to my strengths, goals and tools.
Interviews at Google, X & UberMicrosoft offer · +$70K raise
made it to tech in NYC
2System #2 · Microsoft
3 Promotions in 3 Years.
At Microsoft I leveled up my systems. I used them to network internally, manage my book of business, and more. I went from Partner Manager to Director of Partner Development.
I also won Microsoft's Platinum Club award for being in the top 1% of salespeople at the company. That came with a trip to Hawaii and dinner with Satya Nadella. Pretty cool, right?!
Partner Manager → DirectorTop 1% · Platinum Club
dinner with Satya!
3System #3 · Content
From Chaos to 1.4M+ Followers.
After starting at Microsoft, I began creating content on LinkedIn. At first it was chaotic. I wrote posts the moment inspiration struck, then got stuck on the next idea. My answer? You guessed it. Another system.
My content system took me from 3,000 followers to 1.4M+ today. My writing has been featured by LinkedIn News, Forbes, Business Insider, Wired, Inc. and more.
Featured in Forbes, Wired, Inc.3K → 1.4M+ followers
from 3,000 to 1M
4System #4 · The Business
Side Hustle to $4.3M+.
Shortly after joining Microsoft, I started my own business as a side hustle. I grew it that way for 4 years before going full time in 2020.
Over the next 5 years I scaled it from $189K in total revenue to $4.3M+, with a team of 5 at our peak. Every dollar of that growth was driven by systems: sales, fulfillment, content and people management.
Full time in 2020 · team of 5$189K → $4.3M+
day one, full time
then, in 2023…
ChatGPT Changed What a System Could Be.
Other people were blown away by its writing. What struck me was the potential for my systems. We'd automated what we could with the tools we had, but AI unlocked a completely new realm of possibilities.
In 2024 I went all in, building AI into every system we had, from sales to operations.
small machine (n.)
An AI-powered workflow that works invisibly in the background to make your life easier, your team more productive, and your business grow.
115+ running in my business today
"how did you build that?"
Spring 2026 · Nashville, TN
One Demo. A Line Out the Door.
At a mastermind in Nashville, I demoed the AI-powered sales tool I'd built with Claude. Attendees were banging down my door: how did I build it, how do they get started, how could they build it for themselves?
I spent that summer talking with as many people as I could about their goals with AI. Business owners, executives, professionals and creators all told me the same thing. They should be doing more with AI, but…
“I don't have time.”
“I feel overwhelmed.”
“I don't know where to start.”
“I'm so behind.”
so I started Small Machine Co.
Helping Builders Create Their Own Ecosystem of Small Machines.
If you know you should be doing more with AI, you're in the right place. Here are three ways I can help.
start here
Do it with people
Small Machine Co. Community
$29/mo, locked in
Ship your first working AI system in 7 days. You answer one question, I write your build plan, you build it, and when it breaks we get you unstuck.
Three 1:1 sessions with me over 3 weeks. We build 2 working AI systems for your business or team, live, so you leave knowing how to build the rest yourself.