Projects

Ongoing

RealmCharts

A live dashboard tracking various statistics for the bullet hell roguelike MMORPG Realm of the Mad God. Currently tracking player count and Steam reviews. More features coming soon!

Python Flask SQLite JavaScript HighCharts
2025

Comprehensive Time Series Analysis: Data Cleaning/Imputation, Exploratory Analysis, and Forecasting

A thorough end-to-end time series analysis: gathering player data for two months, dealing with 16.1% missing data, and forecasting future player counts. I utilize deep exploratory analysis and insightful visualizations to uncover player behavioral insights and motivate decisions for statistical modeling through hypothesis testing.

Python SQLite pandas statsmodels pykalman matplotib Jupyter
2022 - 2023

Matrix Representations From Labeled Trees

Let $X$ be the matrix representation induced by the action of the symmetric group $S_n$ on labeled trees with n vertices. This paper describes a new combinatorial proof between the number of times the irreducible representation of $S_n$ corresponding to the integer partition $(n− 1, 1)$ appears within $X$ and the number of rooted unlabeled trees with root node having degree 2, both branches distinct (OEIS Sequence A217420). Advisor: Anthony Mendes.

SageMath Mathematica LaTeX
Ongoing

swrlly.com

I developed this website to create a space for my various endeavors and thoughts and to learn web design and development from scratch! Source code is on GitHub.

nginx Flask HTML/CSS/JavaScript
Ongoing

swrlly

My artist alias! Electronic music producer and piano player.

FL Studio Sylenth1
2022

DarzaCharts

A small website containing player analytics on Darza's Dominion players. Data was scraped using a headless Python bot connected to the game servers over 7 months.

Python dnSpy Wireshark
2021

vrelay

A man in the middle proxy server for the Realm of the Mad God private server Valor. Features packet editing/hooking, a framework to write custom plugins, QoL plugins such as predictive autonexus, and data science-based scripts to autoupdate vrelay. Also contains patched exploits that can be generalized to any multiplayer game.

Python tkinter