Sudeep Bhoja

Title: Sudeep Bhoja: Innovator in AI Accelerator Technology

Introduction

Sudeep Bhoja is a prominent inventor based in Santa Clara, CA (US). He has made significant contributions to the field of artificial intelligence and computing, holding a total of 8 patents. His work focuses on developing advanced technologies that enhance the performance of machine learning applications.

Latest Patents

Sudeep's latest patents include an "AI accelerator apparatus using full mesh connectivity chiplet devices for transformer workloads." This innovative apparatus utilizes in-memory compute chiplet devices, featuring a semiconductor substrate with multiple chiplets. Each chiplet consists of several tiles, which include slices, a central processing unit (CPU), and a hardware dispatch device. The digital in-memory compute (DIMC) device within each slice is designed to perform high throughput computations, specifically accelerating attention functions for transformer-based models used in machine learning applications. Additionally, the chiplets are configured in a full mesh connectivity layout, allowing for efficient communication between chiplets and other system components.

Another notable patent is the "server system with AI accelerator apparatuses using in-memory compute chiplet devices for transformer workloads." This system comprises multiple multiprocessors, each equipped with server CPUs and connected to various switch devices. The AI accelerator apparatuses within the system also utilize chiplets with tiles and DIMC devices, further enhancing the processing capabilities for machine learning tasks.

Career Highlights

Throughout his career, Sudeep Bhoja has worked with notable companies such as D-Matrix Corporation and Agere Systems Inc. His experience in these organizations has allowed him to develop cutting-edge technologies that push the boundaries of AI and computing.

Collaborations

Sudeep has collaborated with talented individuals in the industry, including Siddharth Sheth and Jayaprakash Balachandran. These partnerships have contributed to the advancement of his innovative projects and patents.

Conclusion

Sudeep Bhoja is a key figure in the development of AI accelerator technologies, with a focus on enhancing machine learning applications. His contributions through patents and collaborations highlight his commitment to innovation in the field.