Worked with the engineering team to develop an educational game for middle school students using C# and Unity.

Developed switching system for panel screens and animation in C#

Managed full data stack including front-end development, logging, SQL database, feature engineering and model construction for educational Javascript games that have 20,000+ plays/month.

Developed functionalities in educational video games to enhance user experience.

Created low dimensionality front-end plots of high dimensionality database entries for scientists to view online, using MongDB, Python, Scikit-learn, UMAP, and Bokeh, automated with Bash.

Built an automated application to combine, process, and publish various data sources into web-ready JSON objects using fasta, various APIs, SQLite, Python, Numpy, Pandas, Perl, and Bash.