Amy Zhang

Title: Amy Zhang: Innovator in Optical Systems and Machine Learning

Introduction

Amy Zhang is a prominent inventor based in San Francisco, CA. She has made significant contributions to the fields of optical systems and machine learning. With a total of 3 patents to her name, her work is at the forefront of technological innovation.

Latest Patents

One of her latest patents is titled "Coherent aperture combining using machine learning." This patent describes an optical system designed to respond to distortions in incident light within a free space optical communication system. The system includes a machine learning output that stores multiple images and their corresponding positioning or orientation attributes for various optical elements. Additionally, it features a sensor that generates an image and a component that adjusts the optical elements based on the generated image. Various methods, systems, and apparatuses are also disclosed in this patent.

Another notable patent is "Determination of population density using convoluted neural networks." In this embodiment, a method is outlined that involves receiving an image on a computing device. The device executes a weakly-supervised classification algorithm to determine the presence of a target feature in the image, such as a building. Upon confirming the presence of the target feature, the method employs a weakly-supervised segmentation algorithm of the convoluted neural network to segment the image for the target feature. This process allows for the calculation of statistical information distribution over the target feature based on its determined footprint size.

Career Highlights

Amy Zhang is currently employed at Meta Platforms, Inc., where she continues to push the boundaries of innovation in her field. Her work has garnered attention for its practical applications and potential impact on technology.

Collaborations

Some of her notable coworkers include Tobias Gerard Tiecke and Konstantin Kudinov. Their collaborative efforts contribute to the advancement of projects within their organization.

Conclusion

Amy Zhang is a trailblazer in the realms of optical systems and machine learning, with a proven track record of innovation. Her patents reflect her commitment to advancing technology and addressing real-world challenges.