Workshop: Build your own AI Job-Search Agent
The best-matched job I found, I didn’t find.
My husband sent it. It was posted in German, a language I barely speak, and I’d never have seen it on my own. That’s when it hit me: my problem wasn’t judging which roles fit. It was all the roles I never saw.
So I built JobMatch, a personal AI job-search agent. It pulls new roles from job boards, scores each one against my CV, goals and wins, and filters out the ones that aren’t for me before they reach me.
My results: 13,204 jobs collected → 79 matches → 52 applications → 4 interviews → 3 HIRED!
In this workshop, you’ll build your own.
What we’ll do together (2 hours, live):
Install and configure JobMatch on your computer
Personalize it, including your colors for exported CVs and cover letters
Run your first job search and review your first scored matches
What you get:
A ZIP file with everything you need
Access to a Custom GPT that helps you write the four profile files JobMatch uses: CV, Career Wins, Career Goals, and Voice & Tone
What JobMatch does after the workshop:
Finds roles on job boards and company career pages, plus any job you add by link
Scores each role against your experience, skills and goals
Learns from the roles you dismiss and why
Drafts tailored CVs and cover letters you can edit and export as PDFs
Tracks your applications in one place
What you need:
A laptop (Mac or Windows)
An AI subscription, e.g. Claude Pro, ChatGPT Plus, or Gemini
Your current CV and your LinkedIn profile export
Something you wrote yourself: a blog post, emails, old cover letters, or notes. This teaches JobMatch how you sound. Nothing written? Record yourself telling two or three stories you’d tell in an interview, then transcribe them.
No technical experience needed. We’ll do every step together.
It runs locally on your computer and uses an AI subscription you already have. No extra AI subscription required.
This is JobMatch running on a sample profile, with example statuses so you can see how tracking works. I’ll show you my own during the workshop.
What you’re getting:
I spent over 50 hours building and testing JobMatch on my own job search. In this workshop, you get all of it. The code is yours: run it on your own computer, run it as often as you like, and change or improve it however you want.
And when JobMatch helps you land the role, let me know. That would be the best gift. 🎁
Pay what fits where you are:
Job hunting is expensive at exactly the moment money is tight. I built this community to support designers on their journey, and this workshop is part of that. So there are three prices for the same workshop. Everyone gets the same live session, Job Search AI Agent Starter Kit ZIP file, Custom GPT, and recording.
About the Host:
Karla Fernandes is Brazilian. She started working remotely before it was a thing and became a digital nomad in 2011, living in 11 countries and learning six languages along the way.
Ten years later, she settled in her favorite place, Lucerne, Switzerland. She’s a team of one. She moves fast, and teaches others to do the same.
With 25+ years in design, she’s launched 21+ native apps solo, helped 200+ businesses, and guided 4,500+ learners to build without code.
You don’t need a dev team—just the right process.
She wants to help you START. ❤️🔥