- FlightBeat is a women led student research project aims to promote acid-etched line or dot patterns on windows around University of Washington campus to reduce bird collisions.- As developer, I am building an application that helps promote their cause over technology, and sort their research data into an efficient method. - Create wireframes and design mockups of the app's UI to ensure a user-friendly experience.- Develop the frontend of the app, implementing the UI design using technologies such as HTML, CSS, and JavaScript.- Integrate a secure and scalable data storage solution through Firebase database - Implement features for users to retrieve and view their stored data, with options for filtering, searching, and sorting as needed.

- Working on The Voter Purge Project, tracking voter files throughout the country to identify areas where voters are unfairly removed from the rolls.- Conduct exploratory data analysis (EDA) to understand the distribution of voter data, identify outliers and detect patterns- Apply ARIMA, SHAP and logistic regressions to develop models that can predict areas at higher risk ofdisenfranchisement

- Evaluate voter registration statistics and historical election data to analyze past voting patterns/behaviors- Create and utilize surveys and focus groups to collect specific information about preferences and concerns of different demographic groups in Washington State. - Created detailed demographic profiles of Washington counties through data visualization tools (Power BI and Tableau). -Build campaigning strategy plan tailored to campaign material and outreaches efforts to address unique concerns/interest of different demographics