Company Filing History:
Years Active: 2022-2025
Title: Innovations by Chris Demchalk
Introduction
Chris Demchalk is an accomplished inventor based in Frisco, TX (US). He holds a total of 10 patents that showcase his expertise in developing innovative solutions. His work primarily focuses on enhancing document classification and text extraction processes.
Latest Patents
One of his latest patents is titled "Citation and policy based document classification." This invention discloses system, method, and computer program product embodiments for rapid identification and access to relevant regulatory documents. A data model relating regulatory mandates and requirements to citations appearing within an enforcement document is utilized to quickly access specific citations within the document. In cases of image-based enforcement documents, the originality of these documents is preserved while allowing users to see where relevant citations appear in the document images. The relevant citations are further compared to business policies to identify potential impacts of regulatory mandates and requirements.
Another significant patent is "Text extraction using optical character recognition." This invention provides systems and methods for extracting text from a document. Different optical character recognition (OCR) tools are employed to extract various versions of the text in the document. Metrics evaluating the quality of the extracted text are compared to identify and select higher quality extracted text. A selected portion of text is compared to a threshold to ensure minimal quality. The selected portion of text is then saved, and error correction can be applied based on errors specific to the OCR tools or the document contents.
Career Highlights
Chris currently works at Capital One Services, LLC, where he continues to innovate and contribute to advancements in technology. His work has significantly impacted the way regulatory documents are processed and understood.
Collaborations
Chris has collaborated with talented individuals such as Lokesh Vijay Kumar and Ryan M Parker, enhancing the quality and scope of his projects.
Conclusion
Chris Demchalk's contributions to the field of document classification and text extraction demonstrate his commitment to innovation and excellence. His patents reflect a deep understanding of regulatory needs and technological advancements.