This inventor holds 1 USPTO granted patent and 14 published patent applications. Top assignee: Qualcomm Incorporated. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Mukul Gagrani: Innovator in Machine Learning Caching
Introduction
Mukul Gagrani is a notable inventor based in Milpitas, California. He has made significant contributions to the field of machine learning, particularly in the area of efficient caching techniques. His innovative approach has the potential to enhance the performance of generative machine learning models.
Latest Patents
Mukul Gagrani holds a patent titled "Efficient machine learning caching via attention output-based token eviction." This patent outlines techniques and apparatus for machine learning. In his method, an input prompt comprising a set of tokens is accessed as input to a generative machine learning model. A first key tensor and a first value tensor are generated for a first token of the set of tokens, and these tensors are stored in memory. A first retention score is generated for the first token based on the first key tensor, the first value tensor, and a second token of the set of tokens. The first key tensor and the first value tensor are evicted from memory when it is determined that the first retention score is the lowest retention score in memory. This innovative approach can significantly improve the efficiency of machine learning processes.
Career Highlights
Mukul Gagrani is currently employed at Qualcomm Incorporated, a leading technology company known for its advancements in telecommunications and computing. His work at Qualcomm allows him to apply his expertise in machine learning and contribute to cutting-edge technologies.
Collaborations
Mukul has collaborated with talented individuals such as Dalton James Jones and Raghavv Goel. These collaborations have likely fostered an environment of innovation and creativity, leading to advancements in their respective fields.
Conclusion
Mukul Gagrani is a prominent inventor whose work in machine learning caching is paving the way for more efficient technologies. His patent and contributions to Qualcomm Incorporated highlight his commitment to innovation in the tech industry.