Menlo Park, California, United States
Part of Music Graph Team responsible for handling all source of truth of music at Meta for FB and IG.
• Designed Music Content Understanding Platform to serve music features across IG and FB.
• Designed data models to efficiently store audio features from different data sources and easily serve various downstream use cases.
• Created backend pipelines in Python utilizing spark transformers for ingesting music data from machine leaning models and third party data sources.
• Utilized Presto and HiveQL queries to monitor pipelines.
• Built a frontend tool using React with Flow and PHP with async requests to modify and integrate several audio features.
• To improve beats identification algorithm, added a human verification step by displaying overlaying beats data.
