Company Filing History:
Years Active: 2024-2025
Title: Dorette Vermeulen: Innovator in XBRL Tag Outlier Detection
Introduction
Dorette Vermeulen is a prominent inventor based in Renton, WA (US). She has made significant contributions to the field of data analysis, particularly in the area of XBRL (eXtensible Business Reporting Language) tag outlier detection. With a total of 2 patents to her name, Dorette is recognized for her innovative approaches to improving data accuracy and reliability.
Latest Patents
Dorette's latest patents focus on systems and methods for XBRL tag outlier detection. These patents disclose a method that includes several steps: receiving a first set of XBRL data records, generating a second set of XBRL data records based on a subset of the first set, and training a machine learning model using both sets of records. The method further involves receiving an XBRL document associated with assigned XBRL tags and analyzing it using the trained model to identify outlier tags. This innovative approach enhances the accuracy of financial reporting and data analysis.
Career Highlights
Dorette currently works at Workiva Inc., a company known for its cloud-based solutions for financial reporting and compliance. Her work at Workiva has allowed her to apply her expertise in data analysis and machine learning to real-world challenges, making a significant impact in the industry.
Collaborations
Dorette collaborates with talented professionals such as David Palazzo and Vasily Korf. These collaborations have fostered an environment of innovation and creativity, leading to advancements in their respective fields.
Conclusion
Dorette Vermeulen is a trailblazer in the realm of XBRL tag outlier detection, with her innovative patents paving the way for improved data analysis. Her contributions to Workiva Inc. and collaborations with esteemed colleagues further highlight her commitment to advancing technology in financial reporting.