Washington D.C. Metro Area
• Developed an interactive webmap using the MapboxJS library to display US ferry terminals and routes and allow users to perform custom queries. Check it out here: https://maps.dot.gov/bts/ncfo/
• Wrote algorithms with Python statistical and machine learning packages to determine the average geographical route a ferry travels between its origin and destination.
• Applied average route algorithm to dataset of 10 million+ GPS points to calculate 450+ average ferry routes.
• Created PostgreSQL database containing ferry route and terminal datasets across multiple census years, writing Python and SQL ETL scripts to manage the data.
• Automate the production of data visualizations published in the biannual report on ferry operations using Python’s matplotlib library
• Improved the speed of the PC Miler command line tool by 50% after implementing process execution in a multithreaded Python script.