Created tool to provide dynamic information about contraceptive discontinuation to reproductive health researchers using Pandas and RShiny.

Conducted individualized code reviews for students, providing advice on design pattern implementation in Java, code smell refactoring, TDD, Git, and team dynamics.

Designed and implemented a trace tracking tool using AWS Lambda, X-Ray, DynamoDB, and API Gateway to follow customer accounts through the AWS billing process.