Projects / Code
Because the majority of the projects I completed in my coursework require context or contain starter code that I don't feel comfortable sharing, there are only a couple that I started and finished completely from scratch. All of my sharable projects are shown below. In order to access code documents, you'll need to make sure google colaboratory is installed in Chrome. Colaboratory is an interactive python web-terminal that allows the user to run python code through google drive.
Measles Project
During my second year of college, I took my Applied Mathematics Project course, where I constructed an S-E-I-R model to predict the spread of the Measles with current parameters and a time-dependent vaccination rate. For more information on this project, refer to the documents to the right.
Poster Final.pdfPoster Presentation
Final_Report.pdfWritten Report
Game_Theory_Final-2.pdfEnvironmental Game
Game Theory Final
During my Game Theory course, I was assigned a research project where we were asked to model a real-world situation as a game. I chose to model the environmental crisis, which is often considered as a doomed tragedy of the commons. I find that it is possible to encourage cooperation by modeling the crisis as a repeated game.
Machine Learning
Note that these are python notebooks, so you will need colaboratory. The two files to the right are machine learning algorithms that I implemented completely from scratch during my Machine Learning course. Because I cannot display python notebooks the same way I can a pdf, I have hyperlinked to the notebook, which is accessible to anyone with the link.
Other Python Examples
Files below were either created for my groundwater technician position at the University of Minnesota, or with the purpose of showcasing a skill that I have picked up over my years in computer science.
Implementation of Runge Kutta 4 numerical method used to approximate solutions to ordinary differential equations. This file was originally created for three dimensions (t, x1, x2), but was generalized for n dimensions (t, x1,x2,...,xn-1).
This file is part of the model I am creating. Based on observations of latitude, longitude, and static water level, a 2nd-order surface is regressed in order to approximate static water level at a nearby latitude and longitude.
To showcase knowledge of data types and polymorphism, I decided to create an interactive poker game. Note that a normal terminal behaves slightly different than an interactive one, but colaboratory is able to show most of the game.