Mitch Sullivan · Recruitment · AI · 2025

mitchs.ai

An AI trained on Mitch Sullivan's copywriting method that writes job ads the way he teaches them, with a custom CMS behind it for full content control.

mitchs.ai screenshot
92%
AI accuracy
<3s
Generation speed
4.8/5
User satisfaction

The problem

Off-the-shelf AI was too generic and could not be steered. The job was capturing a proprietary advertising method in a platform that a non-technical founder could run.

The outcome

A production platform generating personalized ads at 92% accuracy, with users reporting 70% time savings against writing by hand. Revenue has climbed every month since launch in July 2025.

Inside the work

What was built

  • Custom AI engine
  • Content management system
  • User dashboard
  • API integration

Built with

  • Python
  • Vue.js
  • OpenAI
  • PostgreSQL
  • Redis

Strictly a portfolio, for now.

I'm not taking on client work right now, so this site is just here to show what's been built. The full portfolio has games you can play, products you can use and the stories behind the bigger systems.