Here is a sampling of some projects I’ve done outside of work. Enjoy! :)

Plant Pathology Classifier

A leaf

I built and deployed a neural network that classifies diseases of plants based on images of their leaves. I did this project because I’ve been learning Fast.ai and PyTorch in my free time and wanted to apply my knowledge somewhere. This data was from the Kaggle Plant Pathology 2020 - FGVC7 competition. I then deployed my classifier to the web using a simple web app I created with Streamlit.

Modeling COVID-19 Prevalence in US Prisons

Graph

In this project, I used Python, the Epidemics on Networks (EoN) Python package, and Jupyter Notebooks to explore the effects of various interventions on the spread of COVID-19 in US prisons. This project was done as the final project of my UCLA Introduction to Networks course. It was a group project, with my group being me, Marcel Burgunder, Emma Broback, and Sam Briante. I did most of the coding and some writing. Marcel did some coding and lots of writing. Read our results here.