Posts by Collection

portfolio

West Duwamish Greenbelt Trails Website

I built this website to help the West Duwamish Greenbelt Trails organization engage with the community and educate people on the history and ecology, promote conservation, and ultimately better activate the space.

PySwarms - Open Source Software Contribution

To learn more about collaborative development with version control systems as well as contributing to open source projects on GitHub, I made two contributions to the PySwarms project. PySwarms is a Python module for particle swarm optimization research.

Toxic Comment Classification - Natural Language Processing

I performed a detailed analysis of Wikipedia comments and built a model that classifies them as toxic or nontoxic. The final model is a support vector machine that uses a Naive Bayes feature weight transformer to improve performance. The data was obtained from Kaggle.

Galaxy Zoo Challenge - Image Classification with PyTorch

This is an image classification project that I completed for my independent study at Old Dominion University. The dataset was obtained from Kaggle’s Galaxy Zoo Challenge. I chose astronomy datasets for my independent study because I enjoy learning about the topic and they presented an opportunity to sharpen my deep learning and PyTorch skills.

publications

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.