Prajit Ramachandran

Title: Prajit Ramachandran: Innovator in Computer Vision and Audio Understanding

Introduction

Prajit Ramachandran is a notable inventor based in Santa Clara, CA. He has made significant contributions to the fields of computer vision and audio understanding, holding a total of 3 patents. His innovative work has the potential to enhance various technological applications.

Latest Patents

One of his latest patents is titled "Fully Attentional Computer Vision." This patent describes a system implemented as computer programs on one or more computers that utilize a computer vision model. The model includes a positional local self-attention layer designed to process input feature maps and generate output feature maps. The process involves generating memory blocks of neighboring input elements, creating query vectors, and performing local self-attention operations to produce respective output elements.

Another significant patent is the "Audio Turn Understanding System." This invention segments a real-time audio stream associated with a user into chunks. It utilizes an audio understanding model to determine when the user has finished their turn in a conversation. Upon this determination, the system provides a response based on the real-time audio stream, enhancing interactive communication.

Career Highlights

Prajit has worked with prominent companies such as Google Inc. and Character Technologies Inc. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking projects in technology.

Collaborations

Throughout his career, Prajit has collaborated with talented individuals, including Gamaleldin Elsayed and Jon Shlens. These collaborations have fostered innovation and creativity in his work.

Conclusion

Prajit Ramachandran is a distinguished inventor whose work in computer vision and audio understanding continues to push the boundaries of technology. His patents reflect a commitment to innovation and a vision for the future of interactive systems.