Mohit Mittal

Title: Mohit Mittal: Innovator in Artificial Intelligence

Introduction

Mohit Mittal is a prominent inventor based in San Jose, California. He has made significant contributions to the field of artificial intelligence, particularly in optimizing the execution of large AI models on devices with limited memory capacity. His innovative approaches have garnered attention in the tech community.

Latest Patents

Mohit Mittal holds 2 patents that focus on executing large artificial intelligence models on memory-constrained devices. His latest patents describe methods, systems, apparatuses, and computer program products that enable the execution of a large AI model on a target device that is connected to a parameter server. This server stores a master copy of the AI model. The AI model can be dissected into smaller portions, such as layers or sub-layers, allowing each portion to be executed efficiently on the target device. After completing the execution of one portion, another portion can be downloaded and executed. To enhance efficiency, input samples can be divided into microbatches, with multiple microbatches forming a minibatch. The size of these groups can be adjusted to minimize communication overhead.

Career Highlights

Mohit Mittal is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the field of artificial intelligence. His work focuses on developing solutions that enhance the performance of AI applications on devices with limited resources.

Collaborations

Some of his notable coworkers include Gautham Popuri and Maral Mesmakhosroshahi, who contribute to the collaborative environment at Microsoft Technology Licensing.

Conclusion

Mohit Mittal's contributions to artificial intelligence, particularly in optimizing model execution on memory-constrained devices, highlight his role as a leading inventor in the tech industry. His innovative patents and work at Microsoft Technology Licensing demonstrate his commitment to advancing technology.