Brian Dolhansky

Title: Brian Dolhansky: Innovator in Account Recommendations and Image Analysis

Introduction

Brian Dolhansky is a notable inventor based in Seattle, WA, with a focus on developing advanced systems for account recommendations and image analysis. He holds a total of six patents that showcase his innovative contributions to technology.

Latest Patents

One of his latest patents is titled "Systems and methods for making high value account recommendations." This invention involves systems, methods, and non-transitory computer-readable media that can identify a set of accounts, each having a number of followers. The accounts are grouped into various categories based on their follower count, with each group assigned a value score. A machine learning model is trained using account recommendation conversion information, which includes successful account recommendations weighted by their associated value scores. This model selects accounts to present as recommendations based on its findings.

Another significant patent is "Automated detection of tampered images." This invention features a content analyzer that determines whether modifications have been made to images. It computes JPEG ghosts from the images, which are then concatenated with the image channels to create a feature vector. This vector is input into a neural network that assesses whether modifications have occurred. The neural network may include constrained and unconstrained convolution layers, and an image fake model can be applied to identify images generated by computer algorithms.

Career Highlights

Brian has worked with prominent companies such as Facebook, Inc. and Meta Platforms, Inc. His experience in these organizations has allowed him to contribute significantly to the fields of machine learning and image processing.

Collaborations

Throughout his career, Brian has collaborated with talented individuals, including Cristian Canton Ferrer and Eric Erkon Hsin. These partnerships have further enhanced his innovative work and contributions to technology.

Conclusion

Brian Dolhansky is a distinguished inventor whose work in account recommendations and image analysis has made a significant impact in the tech industry. His patents reflect his commitment to advancing technology and improving user experiences.