• Designed and implemented a resource policy editor for the AWS Lambda Console, now in production.

• Implemented a natural language processing, named-entity recognition (NLP, NER) project from start to finish to enhance automated document translation, expected to be included in December 2019 production release.

• Researched dozens of NLP libraries and experimented with NER capabilities of Flair, spaCy, and Amazon Comprehend.

• Trained over ten spaCy NER models achieving ~93% F1-score after creating 2000 annotations, then performed elementary data analysis on results to offer data-driven suggestions for future work.

• Illustrated models’ performance in final presentation by a building a full-stack web application visualization tool using a React.js frontend and python Flask backend.

• Drafted two major AWS CloudFormation templates to automate the provisioning of resources such as VPCs, subnets, EC2 instances, and more when deploying the company’s largest software.

• Refactored several features, such as developing a more intuitive UI for displaying files by size, on a React-based application.

• Created user-interface tests using Cypress, a JavaScript testing tool.