Russell Gregory Lambert

Title: Russell Gregory Lambert: Innovator in Machine Learning and Computer Vision

Introduction

Russell Gregory Lambert is a notable inventor based in Wake Forest, NC (US). He has made significant contributions to the fields of machine learning and computer vision, holding two patents that showcase his innovative approach to technology.

Latest Patents

One of Lambert's latest patents is titled "Open feature library management." In this invention, a processor collects feature metadata from a data source, which is data related to features for training a machine learning model. The processor builds a feature pipeline for the features based on the collected feature metadata, which may consist of a set of defined and active features. The processor executes the feature pipeline, including computing the features, and subsequently executes a machine learning model using the computed features. Finally, the processor evaluates the features and corresponding model results.

Another significant patent by Lambert is "Classifying behavior through system-generated timelines and deep learning." This invention leverages computer vision and deep learning techniques to detect behavior patterns in transaction histories. A transaction timeline is built for a series of transactions, such as financial transactions, and a graphic image is constructed to represent the transaction timeline. The graphic image is then matched to a known behavior pattern using a cognitive system trained with historical timeline images that have associated labels. In one example, the graphic image is a bar chart, where each financial transaction is represented as a bar with a height proportional to the transaction amount, located along a time axis according to the transaction date and color-coded according to the transaction type.

Career Highlights

Russell Gregory Lambert is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to explore and develop innovative solutions in the realm of machine learning and computer vision.

Collaborations

Lambert has collaborated with notable coworkers, including Eugene Irving Kelton and Brandon Harris, contributing to a dynamic and innovative work environment.

Conclusion

Russell Gregory Lambert is a distinguished inventor whose work in machine learning and computer vision has led to valuable patents that enhance our understanding of technology. His contributions continue to influence the field and inspire future innovations.