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