Abstract: Conventional systems fail to recommend covenants in processes at financial institutions, and such systems rely on an underwriter who decides the covenants based on his experience without considering experience of other underwriters and similar type of customers historical records. Embodiments of the present disclosure provides systems and methods that implement data exploration analysis on received input data for categorizing covenants into various categories and training various machine learning models. The trained machine learning models are applied on test data for predicting covenants along with a probability score (e.g., also referred as optimized, unbiased set of covenants). The predicted covenants of various categories are then sorted to obtain a prioritized list of covenants for recommendation.

Abstract: A method for (of) detecting deception in an Audio-Video response of a user, using a server, in a distributed computing architecture, characterized in that the method including: enabling an Audio-Video connection with a user device upon receiving a request from a user; obtaining, from the user device, an Audio-Video response of the user corresponding to a first set of questions that are provided to the user by the server; extracting audio signals and video signals from the Audio-Video response; detecting an activity of the user by determining a plurality of Natural Language Processing (NLP) features from the extracted audio signals by (i) performing a speech to text translation and (ii) extracting the plurality of NLP features from the translated text, and determining a plurality of speech features from the extracted audio signals by (i) splitting the extracted audio signals into a plurality of short interval audio signals and (ii) extracting the plurality of speech features from the plurality of short interva

Abstract: A method for (of) detecting deception in an Audio-Video response of a user, using a server, in a distributed computing architecture, characterized in that the method including: enabling an Audio-Video connection with a user device upon receiving a request from a user; obtaining, from the user device, an Audio-Video response of the user corresponding to a first set of questions that are provided to the user by the server; extracting audio signals and video signals from the Audio-Video response; detecting an activity of the user by determining a plurality of Natural Language Processing (NLP) features from the extracted audio signals by (i) performing a speech to text translation and (ii) extracting the plurality of NLP features from the translated text, and determining a plurality of speech features from the extracted audio signals by (i) splitting the extracted audio signals into a plurality of short interval audio signals and (ii) extracting the plurality of speech features from the plurality of short interva

Abstract: Methods for specification based augmented search. The specification based augmented search includes determining input characteristics based on a design and a user, identifying design rules associated with the input characteristics, traversing a library for library nodes including specifications that contain the design rules, displaying a plurality of library elements that correspond to the library nodes including the specifications that contain the design rules, receiving a selection of a library element from the plurality of library elements displayed, and returning a library object associated with the library element.

Abstract: A mobile application management through policy inclusion using centralized enforcement libraries is disclosed. The method includes storing independently developed mobile applications on at least one server. The method further includes storing independently developed policies associated with each of the independently developed mobile applications on the at least one server. The method further includes associating a policy of the stored independently developed policies with any of the mobile applications of the independently developed mobile applications. The method further includes providing the associated policy and mobile application to a mobile device where the enforcement libraries restrict the app as instructed by the policy.

Abstract: Methods for specification based augmented search. The specification based augmented search includes determining input characteristics based on a design and a user, identifying design rules associated with the input characteristics, traversing a library for library nodes including specifications that contain the design rules, displaying a plurality of library elements that correspond to the library nodes including the specifications that contain the design rules, receiving a selection of a library element from the plurality of library elements displayed, and returning a library object associated with the library element.

Abstract: A method for performing a remote procedure call between an application processor and a digital signal processor within a computing device. The computing device may compile interface description language data to generate stub software that executes on the application processor and skel software that executes on the digital signal processor. When an application executing on the application processor invokes a remote procedure call, the application processor may pack argument data within stack memory and transmit an interrupt to the digital signal processor, which may map the physical memory addresses of the argument data into local address space such that no copies of the argument data is made. The digital signal processor may execute skel software that unpacks the argument data and executes a service related to the remote procedure call.

Abstract: A method for performing a remote procedure call between an application processor and a digital signal processor within a computing device. The computing device may compile interface description language data to generate stub software that executes on the application processor and skel software that executes on the digital signal processor. When an application executing on the application processor invokes a remote procedure call, the application processor may pack argument data within stack memory and transmit an interrupt to the digital signal processor, which may map the physical memory addresses of the argument data into local address space such that no copies of the argument data is made. The digital signal processor may execute skel software that unpacks the argument data and executes a service related to the remote procedure call.

Abstract: A mobile application management through policy inclusion using centralized enforcement libraries is disclosed. The method includes storing independently developed mobile applications on at least one server. The method further includes storing independently developed policies associated with each of the independently developed mobile applications on the at least one server. The method further includes associating a policy of the stored independently developed policies with any of the mobile applications of the independently developed mobile applications. The method further includes providing the associated policy and mobile application to a mobile device where the enforcement libraries restrict the app as instructed by the policy.