TikTok Shop / Global E-Commerce Team

Customer after-sale experience

Data Visualizations team

Create and maintain rich and intuitive visualizations for working with large amounts of data

• Developed an Unity SDK to visualize a 3D map component that streams and renders 3D cities and terrains with worldwide coverage.

• Provided customized map shapes, and user map interactivity such as panning and zooming in an AR environment.

• Created a data visualization web platform with D3.js to visualize and better analyze data for millions of video frames of c. elegans worm behavior.

• Worked with the map data infrastructure team to streamline unstructured map data acquisition efforts. Filtered out noise and used machine learning techniques to automatically categorize data entries, greatly reducing human processing efforts and streamlined workflow.

• Understanding entity relationships between datasets and use that information to train a model that helps in automatic address parsing and generation.

• Created a platform to easily visualize 3D roads from an area to aid in visual map data editing.