Worked on research projects applying machine learning to software engineering

problems in a highly collaborative research environment.

Oversaw the data collection process on Amazon Mechanical Turk and wrote scripts

to preprocess this data in Python; trained ML pipelines with Keras and Tensorflow.

Leveraged AWS services such as Lambda, API Gateway, S3, DynamoDB, and

CloudFront and technologies like Node.js, TypeScript, and React to develop a scalable

and highly reliable service.

Gathered software requirements and received feedback directly from customers

intending to use the service.