I worked as part of Sendgrid's Labs team as an intern.

• Designed and implemented a heuristic email frequency personalization model to provide a lift in email open and click rates.

• Scaled this model to operate on hundreds of millions of email records.

• Created a model to infer an email recipient’s time zone based on past interactions.

(Python, Spark, AWS, Pandas, Scipy)