Insight Data ScienceData Science Fellow
Sep. 2018 - Dec. 2018Pittsburgh, PA– Developed dogHouse, a web app to help dog owners find dog-friendly apartments in Pittsburgh
– Scraped websites (selenium/beautiful soup) to collect data on ∼2k apartments, dog parks, dog-friendly restaurants, and services
– Implemented kernel density clustering algorithm (scikit-learn) and performed regression analysis to quantify dog friendliness based on user inputs and proximity to features
– Deployed web app using Flask and Amazon Web Services