This inventor holds 1 USPTO granted patent. Top assignee: Cisco Technology, Inc.. Active years: 2023.
Company Filing History:
Years Active: 2023
Title: Nina Maller - Innovator in IoT-Based Network Architecture
Introduction
Nina Maller is a prominent inventor based in Granite Bay, CA (US). She has made significant contributions to the field of Internet of Things (IoT) through her innovative patent. Her work focuses on utilizing machine learning to enhance fault detection in monitored systems.
Latest Patents
Nina holds a patent for an "IoT-based network architecture for detecting faults using vibration measurement data." This invention involves a device that receives a machine learning encoder and decoder trained by a supervisory service. The service trains these components using vibration measurement data from multiple devices. The device then trains a classifier to identify whether the vibration data indicates a behavioral anomaly. It evaluates the received data to determine if it signifies a structural or behavioral anomaly in the monitored system.
Career Highlights
Nina Maller is currently employed at Cisco Technology, Inc., where she applies her expertise in IoT and machine learning. Her innovative approach has positioned her as a key player in the development of advanced network architectures.
Collaborations
Nina has collaborated with notable colleagues, including Michael Freed and Akshay Khushu, to further enhance her projects and drive innovation within her field.
Conclusion
Nina Maller's contributions to IoT and machine learning exemplify her commitment to advancing technology. Her patent reflects her innovative spirit and dedication to improving fault detection in monitored systems.