This page lists a few projects I’ve completed in my career so far. Most of these were either done for school, work, or as fun side-projects to get experience with then-unfamiliar technologies.
This project explores novel techniques in leveraging the added noise during the diffusion process and the improved performance of modern VQ-VAEs to enable a high-throughput steganographic channel with mathematical security guarantees.
Learning logical classifiers on multigraphs was relatively unexplored territory at the time of this project’s inception. The most performative model was R^2-GNN, which implemented costly readout operations in each model layer to ensure expressivity over the important FOC_2 class. However, we show...
To mitigate the catastrophic forgetting problem in complex continual learning problems, the variational continual learning (VCL) framework was developed to ample success. For simplicity, the original model restricts all variational distributions to Gaussians. However, this is often a suboptimal a...
Stabilizer decomposition has proven effective for classically simulating quantum circuits. In conjunction with libraries such as QuiAX, users have the capabilities to simulate their own circuits on consumer hardware. We extend these capabilities with the addition of cat_10 states.
Food Devil is a tool for students to explore all that Duke Dining has to offer while maintaining a healthy diet. We’ve bundled several features, including crowd-sourced reviews, a comprehensive nutritional database of offerings across all dining locations, diet tracking, meal recommendations, and...
A fan-made project started in 2012 and continually developed into the present. Reborn has garnered a thriving community over the years, and the game (and associated universe) has grown immensely as a result. My responsibilities as a community dev include improving the game infrastructure, respond...