Research
Papers, newest first. Citation counts and the full list are on Google Scholar.
Publications
Course projects, 2021–2024
- ESE 3600
D&D dice reader
YOLOv3 and MobileNetV2, shrunk to run on edge devices, read the values of multiple dice in one photo.
- CIS 520
GeoGuessr geolocation
Predicting a Street View image’s US state from pixels alone; an EfficientNet model raised accuracy from 25.9% to 54.2%.
- COMM 4590
Social contagion on Reddit
How contagions spread through Reddit communities under different centrality measures, with Prof. Damon Centola.
- CIS 522
Benchmarking moral decision making
CNNs through GPT-3 judging r/AITA posts.
- CIS 7000
Interactive r/AITA game with GPT-3
A game built on synthesized r/AITA-style stories.
- CIS 545
Daily Pennsylvanian topic modeling
Topic trends across the paper’s full archive.
- NETS 212
Mini Facebook
A cloud-hosted social network with live chat and a personalized feed; project manager and backend lead on a team of three.
- NETS 150
Ivy League subreddit sentiment
Which Ivy League communities skew most negative.