Jason L Thalken

Title: Jason L Thalken: Innovator in High-Dimensional Data Analysis

Introduction

Jason L Thalken is a notable inventor based in Woodland Hills, CA (US). He has made significant contributions to the field of data analysis and fraud detection, holding a total of 3 patents. His work focuses on advanced techniques for evaluating text data and detecting adversarial networks.

Latest Patents

One of Thalken's latest patents is titled "Anomalous source detection in high-dimensional sequence data." This patent describes devices and techniques for evaluating text data using large n-grams. In this innovation, a first vector is generated for the first text data, with each element indicating whether the data includes a respective n-gram from a corpus of text data. Additionally, a first machine learning model is trained based on this vector and label data, allowing for the determination of probabilities associated with specific n-grams.

Another significant patent is "Detection of adversarial networks," which outlines devices and techniques for fraud detection. This patent involves receiving a plurality of requests over a specified time period and determining a hierarchical data representation for each request. The innovation aims to prevent access to services by identifying and blocking requests that exhibit suspicious patterns.

Career Highlights

Throughout his career, Jason Thalken has worked with prominent companies, including Amazon Technologies, Inc. His experience in these organizations has contributed to his expertise in data analysis and machine learning.

Collaborations

Thalken has collaborated with talented individuals such as Brendan Cruz Colón and Adam Edward Powers. These partnerships have likely enhanced his innovative capabilities and broadened his impact in the field.

Conclusion

Jason L Thalken is a distinguished inventor whose work in high-dimensional data analysis and fraud detection has led to valuable patents. His contributions continue to influence the landscape of technology and data evaluation.