Company Filing History:
Years Active: 2023-2024
Title: Viji Soundar: Innovator in Risk Control Document Technology
Introduction
Viji Soundar is an accomplished inventor based in Richmond, VA (US). She has made significant contributions to the field of risk control document technology, holding 2 patents that showcase her innovative approach to solving complex problems in this area.
Latest Patents
Her latest patents include a "Discriminative model for identifying and demarcating textual features in risk control documents." This invention involves a computing system that automatically identifies risk control features and entities within a risk control document. The system utilizes a generative machine learning (ML) model to transform the document into sequences of words, classifying risk control features associated with those sequences. It then employs a natural language processing (NLP) model to identify syntactic characteristics and correct the classified features based on these characteristics.
Another notable patent is the "System for suggesting words, phrases, or entities to complete sequences in risk control documents." This invention also leverages a generative ML model to classify risk control features and generate suggestions for completing sequences in a document. The system corrects these suggestions using a discriminative NLP model with domain-specific knowledge, ensuring accuracy and relevance.
Career Highlights
Viji Soundar currently works at Capital One Services, LLC, where she continues to develop innovative solutions in her field. Her work has significantly impacted the way risk control documents are processed and understood.
Collaborations
She collaborates with talented coworkers, including Matthew Peroni and Deny Daniel, who contribute to her projects and enhance the innovative environment at Capital One.
Conclusion
Viji Soundar's contributions to risk control document technology through her patents demonstrate her expertise and commitment to innovation. Her work not only advances the field but also provides practical solutions for organizations dealing with risk management.