How machine learning powers facebook’s News Feed ranking algorithm
An under-the-hood look into how machine learning (ML) decides what goes into people’s News Feeds through the Facebook app. In this project I took the source video and designed informational graphics to match and accompany the video in explaining how the data is parsed through a closer lens for Engineering @Meta (read more).
Migrating Facebook to MySQL 8.0
Article hero illustration that is as of 12/2021 the top performing blog post.
Read more at Engineering at Meta.
A linear programming approach for optimizing features in ML models
Article hero illustration.
Read more at Engineering at Meta.
A linear programming approach for optimizing features in ML models
Article hero illustration.
Read more at Engineering at Meta.
Building Vaccine Confidence Amid COVID-19 With UNICEF
Social media posts for Meta’s collaboration with Unicef. Read more on Meta’s Newsroom.
Probablistic Flakiness: How do you test your tests?
In this introduction to a new tool by researchers, I collated large amounts of data that the program generated to create informational graphics and animations suitable for industry professional to understand how it works. The challenge here was to balance how the data would appear to tech industry journalists and professionals while maintaining the integrity of the data. Read more on Engineering at Meta.
