• Created over 15 end-to-end and 5 unit front-end test using Cypress, Cucumber, and Typescript

• Learnt to test and validate user-facing product at scale

• Produced tooling to help the creation of end-to-end tests on the pipeline: wrote an ESLint rule, parallelized end-to-end test using shell scripting, created new components using storybook

• Active Learning and Regeneration of String-Processing Third-Party Libraries, pending publication.

• Worked on an active learning algorithm for cyber security in npm under Professor Martin Rinard and Dr Nikos Vasilakis.

• Wrote and implemented a javascript DSL and synthesizer to regenerate npm libraries.

• Worked with a benchmark of 50 libraries and achieved a successful regenerating time under 500ms.

• Designed and developed backend modules using machine learning via H2o, Tensorflow, Pytorch, Clara and CUDA

• Prototyped new models to predict an individual’s risk of heart disease, using big healthcare datasets (MIMIC)