D3 visualization to show the relationship between Designated Market Area (DMA) and value.
As President of Nexus UW, I led a team of 5 officers and strategically pivoted the direction of the club. Now, each academic quarter, Nexus UW helps Seattle non-profits that can't afford to develop software or provide data analytical insights by connecting them with students eager to apply the skills they gained in the classroom. I led the officer team through the inaugural project to source a non-profit software project, recruit over 30 UW students in 3 weeks to interview down to 9 UW students (4 developers, 5 designers), and support the successful development of the project. My officer team also secured two project managers to mentor the students and lead the day-to-day operations of the project. To ensure future Nexus UW officer teams can continue lead quarterly projects, I led the officer team to create process documents. Learn more about the project here!
I worked as the PM of a team of two developers and one designer to build an interactive narrative webpage to explore bike sharing usage patterns through a series of data visualizations.
There are currently many barriers to efficient utility usage, amongst which are a desire for convenience, an absence of personal responsibility and accountability, a lack of conscious thought about usage, and delayed feedback. Our design solution addresses these problems.
As the PM and Data Scientist in a team of 3 consisting of Data Scientists and Economists, we used machine learning and data science techniques like LASSO, OLS, Double ML, and Random Forests to suggest actionable pricing changes for the firm. Applying the Lerner Index and own-price elasticities we determined optimal price markups. Tools used include: Python, R, Excel, and Tableau Desktop. Course can be found here.
Allows users to search OLE Compound Files.
Python Interactive Console
Complete python interactive console with code completion, command line history, and user interface features. Built using AvalonEdit WPF-based text editor component, RPyC remote procedural and distributed-computing python library, and WPF project within Visual Studio 2013 Professional.
University of Washington Campus Map
Java GUI program that uses Dijkstra’s algorithm to find the shortest path between buildings on the University of Washington Seattle Campus. Wrote unit, black-box, clear-box tests.
United States Tennis Association (USTA) Tournament Rating Platform
Led a software team in India to build a minimum viable product and worked with USTA employees