Sean Egan

Projects

Here are a few projects I have made.

TruthAI

2026

An article political bias analyzer. I fine-tuned a BERT transformer (TruthNN) on roughly 8,000 labeled articles on my M2 air to score any article from -10 (far-left) to +10 (far-right). I added confidence score as well. Paste text or a URL (scraping). Model is available on hugging face.

Photos
TruthAI analyzing a news article's political bias
TruthAI scoring an article on the left-right spectrum.

Gentra

2026

A Linux distribution for installing Gentoo the "easy way" to make self compiled software easy. It has a streamlined setup setting useflags for chosen software.

Brooklyn Bridge Traffic Monitor

2026

Analyzes live NYC DOT camera feeds using YOLOv8 to detect and count vehicles in real time, displaying traffic density scores (based on last 20 frames) and counts for both bridge directions on an interactive dashboard (dashboard frontend coded by my friend).

Photos
Live NYC DOT camera frame of outbound Brooklyn Bridge traffic
A live outbound camera frame processed by the monitor.

LocalAgent Ollama

2026

A local AI browser extension powered by Ollama downloadable on the Chrome Webstore. Chat with webpages, summarize tabs, and automate browser tasks on device with local models on Ollama.

Photos
LocalAgent Ollama browser side panel connected to Ollama
The LocalAgent side panel running against a local Ollama model.

See more on my GitHub.