Purity
Real time Discord moderation. Earlier people failed. I designed the system and shipped it in about two months.
Purity is a Discord moderation product. It watches images, videos, and links in real time and flags NSFW, weapons, and drugs. Server admins set how aggressive it should be.
Jacob Mayer is the CEO. Before I arrived, other people took a crack at this and did not get it off the ground. I designed the system from scratch and kept iterating until it held up in real servers, not only in a demo.
The build took about two months. AI was used to get it to production.
He was the one who actually delivered a working product. If you're hiring for something complicated where you don't already have the answers mapped out, he's who you want.
Jacob Mayer, CEO, Purity and ClipHaven
What this proves
Deep technical architecture that has to work under live traffic. Several models run on GPU. The hot path is a Discord bot, an ML service, and Redis. The control plane is a dashboard and an API. Those deploy independently.
I led the product, the architecture, and the team that shipped it.