• Worked within an Agile Scrum team developing a web application in Python and React using Test Driven Development.
• Identified the variety of user’s spending patterns and location from 200,000+ transactions by creating metadata.
• Improved categorization algorithm accuracy by 17% to catch miscategorized transactions with metadata analysis and automated transaction categorizer to search them by vendor’s name and user’s location on Yelp and Foursquare.
• Built backup server on AWS EC2 and automated daily/weekly MongoDB backup operations using shell scripting.
