David Neale Carley

Title: David Neale Carley: Innovator in Secure Data Analysis and Machine Learning

Introduction

David Neale Carley is an accomplished inventor based in Pittsburgh, PA (US). He has made significant contributions to the field of secure data analysis and machine learning. With a focus on developing methods that enhance data security, Carley's work is paving the way for safer machine learning applications.

Latest Patents

Carley holds a patent for "Methods and systems for secure data analysis and machine learning." This innovative patent outlines methods that include receiving a labeled dataset for training a machine learning model. The process involves transmitting a first cluster of training data that is carefully selected to prevent the training device from deriving sensitive information from the dataset. Additionally, the patent describes how the trained machine learning model is evaluated and encrypted if it meets specific criteria, allowing for secure deployment in live data predictions.

Career Highlights

David Neale Carley is currently associated with Volkswagen Group of America Investments, LLC. His role at this prominent company allows him to apply his expertise in machine learning and data security, contributing to the advancement of technology in the automotive industry.

Collaborations

Due to space constraints, the details regarding collaborations will not be included.

Conclusion

David Neale Carley's innovative work in secure data analysis and machine learning exemplifies the importance of protecting sensitive information in today's digital landscape. His contributions are vital for the future of secure machine learning applications.