Natural Language Processing Experience

Co-created a Fault Localization tool that detects where a software bug is located in the source code of a software project using machine learning

The tool searched for a bug described in a bug report and predicted the files that needed fixing

Kevin implemented the machine learning models using a methodology found within academic research

Collaborated with 3 others to create a sentiment analysis tool for amazon reviews

The tool analyzed product reviews to detect whether the reviewer felt positively or negatively about the product

The tool is horizontally and vertically scalable, and it could potentially handle terabytes of information at once