Highlands Ranch, CO, United States of America

David Lewis Frankenfield

This inventor holds 4 USPTO granted patents and 2 published patent applications. Top assignees: Optum Services (Ireland) Limited, Optum Technology, Inc.. Active years: 2022-2023.

IDiyas Innovation Intelligence. (2026). Inventor Profile: David Lewis Frankenfield. Retrieved from https://idiyas.com/inventor/david-lewis-frankenfield

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

USPTO Granted Patents = 4 

% Patents Active = 100.0

Average Co-Inventor Count = 4.2

ph-index = 1

Forward Citations = 1(Granted Patents)


Location History:

  • Highlands Ranch, CO (US) (2022 - 2023)
  • Dublin, IE (2023)

Company Filing History:


Years Active: 2022-2023

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4 patents (USPTO):Explore Patents

Title: The Innovative Contributions of David Lewis Frankenfield

Introduction

David Lewis Frankenfield is a notable inventor based in Highlands Ranch, Colorado. He has made significant contributions to the field of predictive data analysis and operational load balancing, holding a total of four patents. His work addresses critical needs in efficiency and effectiveness within these domains.

Latest Patents

Frankenfield's latest patents include an "Ensemble Machine Learning Framework for Predictive Operational Load Balancing." This invention focuses on developing more effective constrained-optimization-based operational load balancing methods. The method involves determining constraint-satisfying operator-unit mapping arrangements and processing them using an optimization-based ensemble machine learning model to achieve optimal operational load balancing.

Another significant patent is "Predictive Data Analysis with Cross-Temporal Probabilistic Updates." This system aims to enhance predictive data analysis by generating cross-temporal predictions through the application of probabilistic updates. It utilizes temporal inferences associated with various benchmarks to improve the accuracy and efficiency of predictive tasks.

Career Highlights

Frankenfield has worked with reputable companies, including Optum Services Limited and Optum Technology, Inc. His experience in these organizations has contributed to his expertise in developing innovative solutions in technology and data analysis.

Collaborations

Throughout his career, Frankenfield has collaborated with talented individuals such as Michael J. McCarthy and Kieran O'Donoghue. These collaborations have likely enriched his work and contributed to the development of his innovative patents.

Conclusion

David Lewis Frankenfield's contributions to the fields of predictive data analysis and operational load balancing demonstrate his commitment to innovation. His patents reflect a deep understanding of complex systems and a drive to improve efficiency in technology.

Profile summary based on public USPTO records.
Data Sources: USPTO Patent Grant XML, Patent Center, EPO & CIPO • Normalized by IDiyas Innovation Graph. Methodology & provenance architecturePlease report any incorrect information to [email protected]
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