I joined a project The Effectiveness of Smoke Alarm Installs and Home Fire for the American Red Cross. In May, 2015 I went to a MeetUp organized by DataKind, where Volunteers came from all kinds of background joined together to help non-profit organizations with Data Science. Geocoded 18 millions address in NFIRS data with AWS server, Postgresql, PostGIS.Major contribution on model design, implemented NFIRS related predictors, and built interactive visualizations.Discovered the hidden information in NFIRS dataset, obtained and analyzed 10G NFIRS data.The project used public data to help Red Cross directing limited resources to homes that more vulnerable to fire risk and loss.This is a write-up for my volunteer Data Science project for the American Red Cross.
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