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notred27/README.md

Hi, I'm Michael Reidy 👋

Software Engineer & ML Researcher · Boston, MA
B.S. Computer Science + Mathematics Minor · University of Rochester '25 · Cum Laude, GPA 3.87 · Phi Beta Kappa

Email LinkedIn GitHub


About Me

New grad SWE with a focus on full-stack development and applied ML. I spent most of college doing both AI image detection research (published at IEEE BigData 2023) and proving complexity results in computational social choice through an NSF REU. On the side I built tools, apps, and games with my friends, one of which has 200+ active users.

Currently doing freelance web dev, and leading a small team building educational and narrative-driven games in Godot and Unreal Engine 5.


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

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.

Rifting Wrapped · riftingwrapped.com — Full-stack League of Legends stats visualizer. 200+ active users, Riot-approved, with automated scraping pipelines via GitHub Actions. Built with React, Flask, and MongoDB.

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 game built in Godot. Won 1st place and Best Overall at U of R's 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.



Open to new grad SWE roles — feel free to reach out.

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  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. AI-Generated-Image-Classifiers AI-Generated-Image-Classifiers Public

    Investigating the Effectiveness of Deep Learning and CFA Interpolation Based Classifiers on Identifying AIGC

    MATLAB 1

  4. MovieMash MovieMash Public

    A PHP & MySQL movie review web application with Docker support. Users can search, filter, and view movie reviews, and join and post polls in clubs.

    PHP

  5. BondPercolationSimulator BondPercolationSimulator Public

    Simulation of bond percolation in multiple dimensions and lattices

    Python

  6. YAGOTAGO/UnderPressure YAGOTAGO/UnderPressure Public

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

    GDScript 1