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notred27/README.md

Hi, I'm Michael Reidy

SWE @ Fora Travel · NYC

B.S. Computer Science + Mathematics Minor · U of R '25 · Phi Beta Kappa

About Me

Full-stack engineer with a background in applied ML. In college I researched AI-generated image detection (published at IEEE BigData 2023) and complexity results in computational social choice through an NSF REU. Outside of work I build apps and games with friends.


Tech Stack

languages python javascript java csharp sql html gdscript php mysql

ml pytorch huggingface matlab

frameworks react flask

tools git github firebase aws docker mongodb godot ue5


Projects

Rifting Wrapped · riftingwrapped.com — Full-stack League of Legends stats visualizer. 600+ active users, Riot-approved, with automated scraping pipelines via GitHub Actions. React, Flask, and MongoDB.

URaBot — Chrome extension that detects bot-generated content on Twitter and Bluesky using a fine-tuned DeBERTa V3 model. 85% accuracy, 0.79 F1, trained on 37k+ tweets.

AI-Generated Image Classifiers — Novel CFA interpolation-based classifiers for detecting AI-generated images, achieving higher-than-human accuracy without deep learning. Published at IEEE BigData 2023.

Under Pressure — 3D Godot game, 1st place and Best Overall at DandyHacks 2025.


Publication

Investigating the Effectiveness of Deep Learning and CFA Interpolation Based Classifiers on Identifying AIGC
Michael Reidy, Henry Mallon, Jiebo Luo · IEEE BigData 2023
DOI

Designed novel CFA-based classifiers for AI-generated image detection. Fine-tuned 3 CNNs achieving 81.3% accuracy on 2,800 images, outperforming human benchmarks.

Pinned Loading

  1. RiftingWrapped RiftingWrapped Public

    Relive your best League of Legends matches and stats this past year with Rifting Wrapped!

    JavaScript

  2. URaBOT URaBOT Public

    Chrome extension using a fine-tuned DeBERTa V3 model to detect bot-generated content on Twitter and Bluesky. 85% accuracy · 0.79 F1 · trained on 37k+ tweets.

    JavaScript 1

  3. BondPercolationSimulator BondPercolationSimulator Public

    Simulation of bond percolation in multiple dimensions and lattices

    Python

  4. YAGOTAGO/UnderPressure YAGOTAGO/UnderPressure Public

    1st place, and people's choice, at DandyHacks'24 hackathon.

    GDScript 1