Company Filing History:
Years Active: 2024-2025
Title: Innovations by Steven Guggenmos
Introduction
Steven Guggenmos is an accomplished inventor based in Herndon, VA (US). He has made significant contributions to the field of data analysis and property evaluation through his innovative patents. With a total of 2 patents, Guggenmos has developed systems that enhance the way data sets are generated and transformed for entity comparison.
Latest Patents
Guggenmos's latest patents include "Systems and methods of generating and transforming data sets for entity comparison." This patent 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 applies 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 using customized data sets. The system generates location feature sets that combine aspects of location data into hybrid features, which are then applied to machine learning models to predict rental property income and assess location quality.
Career Highlights
Guggenmos is currently employed at the Federal Home Loan Mortgage Corporation, commonly known as Freddie Mac. His work at this organization allows him to apply his innovative ideas in a practical setting, contributing to advancements in the housing finance sector.
Collaborations
Throughout his career, Guggenmos has collaborated with talented individuals such as Jun Li and Jae-kyun Patrick Chu. These collaborations have likely enriched his work and led to further innovations in his field.
Conclusion
Steven Guggenmos is a notable inventor whose work in data analysis and property evaluation has led to significant advancements. His patents reflect a commitment to improving the methodologies used in property comparison and evaluation. His contributions continue to influence the industry positively.