Phrasemachine Practical software for efficient keyphrase extraction. Live election maps First live-election maps in Louisiana (w/ Tom Thoren). wmasscovid Automatically updated COVID information for Western Massachusetts. The site recieved thousands of visitors in early 2020. It was taken down one year into the pandemic because many other websites began to offer similar local-level information. The Vault Before I became a PhD student I worked as data journalist, where I lead development of The Vault, a collection of applications which which helped citizens better find and make use of public records. CanvasCLI An opinionated command-line interface for the Canvas learning management system. For a full list of prior projects, please see my CV.