Team project · 2026
SlopMop
A browser extension that flags likely AI-generated posts on LinkedIn, Facebook, Instagram, X, and Reddit.
Team project. I built the platform integrations and worked on the text-detection model and backend inference.
- PyTorch
- Hugging Face
- FastAPI
- AWS
- Chrome extension
Problem
Checking whether a post was AI-generated usually means copying it into a separate tool. SlopMop labels posts directly in the feed without slowing down scrolling.
What I built
- Integrations for LinkedIn, Facebook, Instagram, X, and Reddit that label each post as low, medium, or high probability of being AI-generated. Automatic detection takes about 0.6 seconds.
- A custom PyTorch and Hugging Face text classifier and a licensed image detector, served from a FastAPI backend on AWS, with caching on both the client and the server.
- Settings, usage history, source lookup for claims, and no saved history in incognito windows.
Results
- social platforms
- 5
- automatic detection time
- ~0.6 s