This inventor holds 31 USPTO granted patents and 1 published patent application. Top assignees: Parallel Machines Ltd., Pmc-Sierra Israel Ltd., Pmc-Sierra, Inc.. Active years: 2007-2023.
Location History:
- Glvataim, IL (2008)
- Givatayim, IL (2007 - 2013)
- Givataim, IL (2011 - 2020)
- Palo Alto, CA (US) (2023)
Company Filing History:
15 out of 15 
11 out of 30 
3 out of 311 
Years Active: 2007-2023
Areas of Expertise:
Title: **Lior Khermosh: A Pioneer in Machine Learning Innovations**
Introduction
Lior Khermosh, based in Givataim, Israel, is an influential inventor in the realm of machine learning. With a notable portfolio of 31 patents to his name, he has dedicated his career to advancing technologies that leverage machine learning to solve complex problems and enhance computational efficiency.
Latest Patents
Among his latest innovations, Lior has developed several groundbreaking patents. One such patent focuses on **Machine Learning Abstraction**, which encompasses apparatuses, systems, program products, and methods for effectively utilizing machine learning. This invention includes an objective module designed to receive and analyze various objectives through machine learning techniques. A grouping module is incorporated to select a logical grouping of machine learning pipelines for the analysis, while an adjustment module dynamically fine-tunes machine learning settings based on feedback from the analysis.
Another significant invention pertains to **Systems and Methods for Executing Efficiently a Plurality of Machine Learning Processes**. This patent describes a computing platform that efficiently manages multiple real-time data streams, each linked to distinct machine learning processes. The system intelligently reallocates computational resources in response to fluctuating demands from different machine learning processes, thereby maintaining optimal performance and reducing overall operational resource requirements.
Career Highlights
Throughout his career, Lior has contributed significantly to prominent companies in the technology sector. He has worked at **Parallel Machines Ltd.** and **PMC-Sierra Israel Ltd.**, where he played a pivotal role in developing innovative solutions in machine learning.
Collaborations
Lior Khermosh has collaborated with talented professionals in the field, including notable coworkers such as Gal Zuckerman and Avner Braverman. These collaborations underline the importance of teamwork and shared expertise in fostering innovative advancements in technology.
Conclusion
Lior Khermosh stands out as a leading inventor in the field of machine learning, with a strong portfolio that reflects his commitment to innovation. His patents not only advance the capabilities of machine learning systems but also demonstrate the practical applications of his work across various industries. Lior's influence will undoubtedly shape the future of technology and inspire the next generation of inventors and innovators.