Farzaneh Khoshnevisan

Title: Farzaneh Khoshnevisan: Innovator in Risk Scoring and Document Formatting

Introduction

Farzaneh Khoshnevisan is a notable inventor based in Raleigh, NC (US). She has made significant contributions to the fields of risk assessment and document processing, holding a total of 5 patents. Her work focuses on utilizing machine learning to enhance the efficiency and accuracy of various processes.

Latest Patents

Khoshnevisan's latest patents include innovative methods such as "Calibrated Risk Scoring and Sampling." This method implements calibrated risk scoring and sampling by extracting features from a record. A risk score associated with the record is generated using a machine learning model, which maps the record to a risk bucket. The risk bucket may include multiple risk bucket records, and a record is selected based on a sampling threshold corresponding to the risk bucket. A form prepopulated with values from the record is then presented to a client device.

Another significant patent is "Framework Agnostic Summarization of Multi-Channel Communication." This patent provides techniques for improved automated parsing and display of electronic documents. It includes identifying a set of topics in a first electronic document based on rules related to keywords. The process involves providing inputs to a machine learning model based on the identified topics and a second electronic document. The model generates outputs related to formatting the second document for display, resulting in a formatted version of both documents.

Career Highlights

Farzaneh Khoshnevisan is currently employed at Intuit, Inc., where she applies her expertise in machine learning and document processing. Her innovative approaches have contributed to the development of advanced technologies that streamline risk assessment and improve document management.

Collaborations

Khoshnevisan collaborates with talented individuals such as Zhewen Fan and Byungkyu Kang. These partnerships enhance her research and development efforts, leading to groundbreaking advancements in her field.

Conclusion

Farzaneh Khoshnevisan is a pioneering inventor whose work in risk scoring and document formatting showcases her commitment to innovation. Her contributions continue to impact the industry positively, making her a significant figure in the realm of technology and machine learning.