Company Filing History:
Years Active: 2024-2025
Title: Innovations by Jae-kyun Patrick Chu
Introduction
Jae-kyun Patrick Chu is an accomplished inventor based in Reston, VA. He has made significant contributions to the field of data processing and machine learning, holding a total of 2 patents. His work focuses on systems and methods that enhance property comparisons and evaluations.
Latest Patents
Jae-kyun Patrick Chu's latest patents include "Systems and methods of generating and transforming data sets for entity comparison." This innovative system determines similarities between properties at a location using customized feature sets derived from both internal and external data sources. The system transforms attribute data into customized property attributes, which are then utilized in machine learning algorithms to calculate similarity scores between properties.
Another notable patent is "Systems and methods of generating feature sets for entity evaluation." This system assesses rental income and location quality for geographic regions by generating customized location feature sets. These feature sets combine various aspects of location data into hybrid features, which are applied to trained models predicting rental property income. The output data from these models quantifies rental property income and location quality for specific geographic regions.
Career Highlights
Jae-kyun Patrick Chu is currently employed at the Federal Home Loan Mortgage Corporation, commonly known as Freddie Mac. His role involves leveraging his expertise in data analysis and machine learning to improve property evaluation processes.
Collaborations
Throughout his career, Jae-kyun has collaborated with notable colleagues, including Steven Guggenmos and Jun Li. These partnerships have contributed to the advancement of innovative solutions in the field of property data analysis.
Conclusion
Jae-kyun Patrick Chu's contributions to the field of data processing and machine learning are noteworthy. His patents reflect a commitment to enhancing property evaluations and comparisons through innovative systems. His work continues to influence the industry positively.