Goldman Sachs &co. LLC

Xiaomeng Zhang

Michael A Ungari

Zhuofan Li

A method includes obtaining data from multiple data sources using multiple data pipelines and receiving input from a user defining a geospatial search, where an interactive map allows the user to define a specified geographical area within the interactive map. The method also includes retrieving a portion of the data related to the specified geographical area and to properties within or associated with the specified geographical area. The method further includes analyzing the retrieved portion of the data using one or more machine learning models configured to generate analysis results associated with one or more properties. In addition, the method includes generating a user interface that graphically provides at least a portion of the analysis results to the user. The user interface allows the user to update the geospatial search and provides updated analysis results to the user.

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New York, NY, United States of America

Xiaomeng Zhang