The Toronto-dominion Bank

Mok Choe

Paul Mon-Wah Chan

Ali Hosseinian

Thomas M Kerigan

Salvatore Aspro

Evgenia Syromyatnikova

To automatically generate a project document, a server in a computing environment receives input documents associated with a project, and extracts a set of features from each input document. The server determines a frequency of the words in each input document and stores the frequencies in relation to the words in the sets of words. The server than applies a document type machine-learned model to a set of words for each input document to infer a document type. The document machine-learned model may be trained using a bag-of-words representation. The server then applies a architecture pattern machine-learned model the set of input documents to determine a target architecture pattern. The server automatically generates a project document for the project based on the document types and inferred architecture pattern.

Target document template generation

The disclosed embodiments include methods and systems for accessing computation resources, such as information-technology (IT) assets, in an open environment. In certain aspects, an IT system may provide an online portal that presents an IT self-serve store of IT assets that a user may select for access or use. The IT system may, for example, determine that the selected IT assets comply with one or more compliance and permissioning policies, and based on the determination, may assemble the selected IT assets to generate or 'spin-up' instances of applications executable by various hardware platforms. The IT system may also establish an enterprise data provisioning platform that maintains data, reporting, and analytical assets in formats accessible to devices and application instances executing across the enterprise, and that provisions the data, reporting, and analytical assets in a timely, accurate, and consistent manner.

Systems and methods for accessing computational resources in an open environment

The disclosed embodiments include methods and systems for providing information-technology (IT) assets in an open environment. In certain aspects, an IT system may provide an online portal that presents an IT self-serve store of IT assets that a user may select for access or use. The IT system may, for example, determine that the selected IT assets comply with one or more compliance and permissioning policies, and based on the determination, may assemble the selected IT assets to generate or 'spin-up' instances of applications executable by various hardware platforms. The IT system may also perform processes that perform automated operations relating to certain IT assets, such as testing, modeling, recommendations, etc.

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Mok Choe