• Launching advancements at AI - Query Understanding Team (Modern Recommendation Systems Org), directly impacting Facebook's content search and recommendation quality for 2 billion daily active users
• Spearheading user search quality and experience with machine learning system design and implementation
• Optimized infrastructure for site Jobs2Careers.com with 1 billion monthly searches and 100M MAUs
• Chaired an email notification system for hiring events with PHP, Amazon S3, and AWS CloudFormation
• Innovated text and email reengagement services with survival analysis techniques with PyTorch
• Built a real-time user profile unification and analysis system, processing ~70K live records per minute from high-dimensional data streams with Spark, SQL, and Databricks Platform
• Modernized ticket routing system for users of Bloomberg Terminal with NLP methods by building robust and auto-scalable training and evaluation pipelines with Spark, PyTorch, and Hive
• Revolutionized Kubernetes service deployment by crafting customized multi-model prediction system, eliminating 100% redundant requests to API calls
• Implementing and improving core features for the cross-platform application building platform, covering ~25 million monthly active users
• Crafting frontend components with React, React-Native, and Redux
• Cooperated with the product and design team to navigate technical constraints for product improvements
• Designing testing guidelines and launched testing for new components
• Designed a visual analysis web application for tracing epidemic spread and identifying methods of transmission on ~ 1 million microblog messages
• Crafted keyword searching and geological filtering with Flask and MySQL
• Refined user interface and data visualization features with React, Bootstrap, D3.js, and Mapbox
• Refactored backend structure and improved efficiency by ~40%
• Developed a cross-platform microblogging application from scratch for doctors to trace and analyze patients’ mental health status and react immediately in emergencies
• Designed frontend features with React Native
• Implemented user registration/authentication and posting system with Firebase