Company Filing History:
Years Active: 2022-2024
Title: Innovations of Joaquin Zepeda Salvatierra
Introduction
Joaquin Zepeda Salvatierra is an accomplished inventor based in Mercer Island, WA (US). He has made significant contributions to the field of machine learning and anomaly detection, holding a total of four patents. His work focuses on enhancing the capabilities of feedback-based training techniques.
Latest Patents
Joaquin's latest patents include "Feedback-based training for anomaly detection" and "Anomaly detection using feedback training." The first patent describes techniques for selecting a scoring machine learning model based on a test metric and applying it to an unlabeled dataset. This process generates predictions and importance ranking scores, which are used to refine the model through feedback received via a graphical user interface. The second patent outlines a method for training an anomaly detection machine learning model using feedback-based training, which involves receiving requests for analysis, training the model, and performing feedback-based training to enhance its accuracy.
Career Highlights
Joaquin Zepeda Salvatierra is currently employed at Amazon Technologies, Inc., where he applies his expertise in machine learning to develop innovative solutions. His work has been instrumental in advancing the field of anomaly detection, making significant strides in how models are trained and refined.
Collaborations
Joaquin collaborates with talented individuals such as Rahul Bhotika and Barath Balasubramanian, contributing to a dynamic and innovative work environment.
Conclusion
Joaquin Zepeda Salvatierra's contributions to machine learning and anomaly detection through his patents and work at Amazon Technologies, Inc. highlight his role as a leading inventor in the field. His innovative techniques continue to shape the future of technology.