Portfolio
Carl Gauss, one of my favorite mathematicians, said:
“It is not knowledge, but the act of learning, not possession but the act of getting there, which grants the greatest enjoyment.”
It is in that light that I share a portion of my past projects, hoping to showcase the work that I have done. While none of it may be particularly groundbreaking, I hope it highlights my love for learning, as well as my passion for applying principles of mathematics and logic to real life applications. While most of my projects stem from just a simple curiosity spurning me to action, some of the work shown is collaborative, and credit is given when due. Enjoy!
Any source code is available upon request
LED Light Shows
Automatic light shows through an aux cord
Deep Learning Radiologist
Utilizing PyTorch and CNN’s to identify cancerous cells
Shoes By Robots
Using NLP to unlock the power of Nike Shoe Reviews
US Congress Voting Habits
How can we use spectral theory to analyze voting habits in US Congress?
Canny Edge Detection
8 Page Guide On How To Implement It Yourself In Python
COVID-19 Monitor
How can I get better at data engineering while helping track covid numbers across the state?
Genetic Programming & Optimal Control
After launch, how should we control a rockets decent back to earth with a parafoil?
Supply Chain Optimization
How can we minimize risk in ordering products using linear programming?
Reinforcement Learning
Creating an unbeatable opponent
NBA Point Guard Analysis
How have shooting habits changed since the introduction of the 3-pt line in 1980?
Tron Light Suit Show
Creating a performing dance group
RNN’s to Generate Police Reports
Given past crimes, can we train a RNN to generate fake reports on its own?
Beating a CNN
Feature engineering to beat a CNN at a CV project identifying an open freezer.
Tracking PPP Loan Networks
How can we characterize cities by their PPP loans?