Chase Tyler Nicholson

Title: Chase Tyler Nicholson and Financial Transaction Data Innovation.

Introduction

Chase Tyler Nicholson is an inventor associated with Atlanta, Georgia, and Digital First Holdings LLC. His patent work addresses the use of machine learning to improve how financial transaction data is cleaned, organized, and categorized.

Latest Patents

Nicholson is credited with 1 patent: “Hierarchical and Multi-Label Transaction Cleansing and Categorization.” The invention describes a process in which a financial institution’s server receives transaction data from a retailer during a customer’s payment. The data is sent to a cloud service for cleansing and normalization. One machine-learning model identifies and labels entities in the normalized data, while a second model assigns hierarchical classifications to those entities. The resulting information is returned to the financial institution’s server for association with the payment.

Career Highlights

Nicholson’s listed patent reflects work at the intersection of financial technology, data processing, and machine learning. The system is designed to make transaction information more consistent and useful by combining data normalization with entity identification and hierarchical classification.

Collaborations

Nicholson’s listed coworkers include Pavan Kumar Vattyam and Kyle Alexander King. The patent’s described workflow also involves financial institutions, retailers, and a cloud service, connecting multiple participants in the transaction-data process.

Conclusion

Chase Tyler Nicholson’s patent focuses on applying machine learning to cleanse and categorize financial transaction data, with the goal of making that information easier for financial institutions to use.