Asha Baker hosted a data science workshop for students of color, while Kameel Dossal developed problem sets for a machine learning course. Raymond Dai created a visual similarity measure for CJKV characters. Hannah Hiraki explored a healthcare database, and Lily Ward-Diorio improved metadata discoverability. Muhammad Hammoudeh integrated data science into a public opinion course, and Geordie Young worked on a climate change syllabus. Lila Zimbalist streamlined data visualization in an animal movement class. Filip Aleksic developed a course on wearable sensors, and Rachel Warner created a guide for a COVID-19 database. Nuj Naguleswaran developed a tool for French curriculum standards, and Esha Kataria improved course scaffolding for chemical discovery. Frankie Fan created a geospatial data workflow, Chris Chae visualized fMRI preprocessing effects, Mia Mitchell built a website for a plant database, Nick Berry developed an experiment customization tool for a neuroscience class, and Sophie Blumenstein supported a climate change seminar.