Tarun Gupta

Title: Innovations of Tarun Gupta

Introduction

Tarun Gupta is an accomplished inventor based in Seattle, WA. He has made significant contributions to the field of artificial intelligence and media classification. With a total of three patents to his name, Gupta continues to push the boundaries of technology.

Latest Patents

Gupta's latest patents include an artificial intelligence system that utilizes iterative two-phase active learning. This system involves learning iterations that consist of a bucket group selection phase and a class boundary refinement phase. The process begins with a source data set divided into buckets, where a bucket is selected for annotation based on outputs from a classification model. The class boundary refinement phase then selects records from positive-match buckets to enhance the model.

Another notable patent focuses on media classification using local and global audio features. This system employs methods and computer-readable media to classify media based on audio inputs. It determines local features through an audio event detector model trained to identify various audio event classes. The system also extracts global features by averaging clip-level descriptors, ultimately providing a content-based rating for the media.

Career Highlights

Tarun Gupta is currently employed at Amazon Technologies, Inc., where he applies his expertise in artificial intelligence and media classification. His work has garnered attention for its innovative approach to solving complex problems in technology.

Collaborations

Gupta collaborates with talented individuals such as Sedat Gokalp and Abhishek Dan, contributing to a dynamic work environment that fosters creativity and innovation.

Conclusion

Tarun Gupta's contributions to artificial intelligence and media classification demonstrate his commitment to advancing technology. His innovative patents and collaborative efforts at Amazon Technologies, Inc. highlight his role as a leading inventor in the field.