Microsoft Technology Licensing, LLC

Manjit Singh Gill

Amit Prem Manghani

Amol Dattatray Dhaygude

Sreeram Nivarthi

Neha Parikh Shah

Aaron James Harrison

Aleksey Ashikhmin

Christopher Michael Trevino

Neha Choudhary

Anton Aleksandrovich Klimov

Wilson Waikon Ung

Robert Allen Donahue

Nikolay Mitev Trandev

A system and method for identifying a user is described. The system identifies collaboration metrics based on user interaction data of users of an application from an enterprise. The system accesses enterprise organizational data of the enterprise and identifies topic data from the user interaction data and the enterprise organizational data. The system trains a machine learning model based on the collaboration metrics, the enterprise organizational data, and the topic data.

User connector based on organization graph

A computing device, including a processor configured to receive a plurality of database entries. The plurality of database entries may include a first portion organized according to a predefined database schema and a second portion not organized according to the predefined database schema. The processor may be further configured to generate an estimated database schema for the second portion and organize the second portion according to the estimated database schema. The processor may be further configured to determine at least one database entry included in the first portion that does not have the estimated data type indicated in the estimated database schema. The processor may be further configured to modify the estimated database schema such that the modified data type matches the estimated data type of the at least one database entry. The processor may be further configured to generate a database analytics model based on the modified database schema.

Generating estimated database schema and analytics model

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Woodinville, WA, United States of America

Manjit Singh Gill