· Shifted Instagram’s shopping tab integrity checks upstream, added concurrency using C++ folly, and queried monetization information directly from the database, reducing latency by 100ms and decreasing fetch counts by 16%

· Built a pipeline in Django to deliver flagged media to reviewers for evaluation and update users’ monetization status

· Added push notifications using Django and PHP for creators when their payout information is missing or incorrect

· Migrated core Instagram commerce and shopping endpoints from Thrift to GraphQL

and visualize metrics associated with tests run on Google hardware