This inventor holds 2 USPTO granted patents. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2008-2011.
Company Filing History:
Years Active: 2008-2011
Title: Innovations by Guy Shani: Advancements in Automated Systems and Advertisements
Introduction
Guy Shani is an inventive mind hailing from Kibbutz Beit Kama, Israel. With a remarkable track record, he holds two patents that highlight his contributions to technology and advertising systems. Working for Microsoft Technology Licensing, LLC, Shani's innovations reflect a keen interest in automation and user engagement.
Latest Patents
Guy Shani's latest patents demonstrate significant advancements in two distinct areas:
1. **Automated learning of failure recovery policies**: This invention revolves around automating the learning process for failure recovery policies. By leveraging existing data regarding previous policies and actions, the learning mechanism constructs new policies for managing recovery processes. It employs a partially observable Markov decision process (POMDP) model to compute new strategies, allowing for automatic fault recovery of machines, particularly in data center environments.
2. **Modifying advertisement scores based on advertisement response probabilities**: In this patent, Shani utilizes response probabilities to adjust advertisement scores. By accessing various advertisements from a database, he determines the likelihood that users will interact with each advertisement. The scores of these advertisements are altered based on their response probabilities, with statistical predictions informing how these alterations are made. Advertisements with lower than average response probabilities see their scores decreased, while those with higher probabilities enjoy an increase.
Career Highlights
As an inventor at Microsoft Technology Licensing, LLC, Guy Shani has established himself as a key player in the sphere of technological innovation. His work showcases an ability to blend theoretical concepts with practical applications, leading to meaningful advancements that enhance automated processes and personalized advertising strategies.
Collaborations
Shani has collaborated with talented colleagues such as David Earl Heckerman and Martin Luo. Their collective expertise has undoubtedly played a significant role in shaping the innovative solutions that emerge from their projects at Microsoft.
Conclusion
Guy Shani's contributions to technology through his patents underscore his ingenuity and commitment to advancing automated systems and advertising methodologies. His work not only enhances operational efficiencies but also improves user experiences, marking him as a notable inventor in contemporary technological innovation.