Company Filing History:
Years Active: 2024-2025
Title: The Innovative Contributions of Dina Guo
Introduction
Dina Guo is a prominent inventor based in McLean, VA, known for her significant contributions to the field of data systems and machine learning. With a total of 2 patents, she has developed innovative solutions that enhance property comparisons and evaluations.
Latest Patents
Dina's latest patents include "Systems and methods of generating and transforming data sets for entity comparison." This invention describes an automated system that determines similarities between properties at a location using customized feature sets. The system generates feature sets from property attribute data received from various sources and transforms elements of this data into customized property attributes. These attributes enhance property comparisons and utilize machine learning algorithms to calculate similarity scores between properties.
Another notable patent is "Systems and methods of generating feature sets for entity evaluation." This invention focuses on determining rental income and location quality for geographic regions through customized data sets. The system generates location feature sets that combine aspects of location data into hybrid features. These features are applied to machine learning models to predict rental property income and assess location quality.
Career Highlights
Dina Guo is currently employed at the Federal Home Loan Mortgage Corporation, commonly known as Freddie Mac. Her work at this institution allows her to apply her innovative ideas in a practical setting, contributing to advancements in the housing finance sector.
Collaborations
Dina collaborates with talented professionals such as Steven Guggenmos and Jun Li, who contribute to her projects and enhance the innovative environment in which she works.
Conclusion
Dina Guo's work exemplifies the intersection of technology and real estate, showcasing her ability to innovate in complex fields. Her patents reflect a commitment to improving data systems and property evaluations, making her a valuable contributor to her industry.