Company Filing History:
Years Active: 2020-2021
Title: Innovations of Saravana Kumar Siva Kumaran
Introduction
Saravana Kumar Siva Kumaran is an accomplished inventor based in Fremont, CA. He has made significant contributions to the field of technology, particularly in search query processing and machine learning. With a total of five patents to his name, his work continues to influence advancements in these areas.
Latest Patents
One of his latest patents is titled "Multi-domain query completion." This invention describes a method and apparatus for a device that performs a multi-domain query search. In this exemplary embodiment, the device receives a query prefix from a client of a user. The device further determines a plurality of search completions across separate search domains. Additionally, the device ranks these search completions based on a score calculated for each completion determined by the corresponding search domain. At least one of the search completions is used to generate a plurality of search results without an indication from the user and in response to receiving the query prefix.
Another notable patent is focused on "Methods and systems using linear expressions for machine learning models to rank search results." This patent discloses methods and systems that utilize linear expressions for machine learning models to rank search results. In one example, a method for a computer trains a machine learning model into a decision tree for ranking search results. The decision tree is then converted into a linear expression that includes Boolean terms. This linear expression is transmitted to one or more search computers that use it to rank search results for a search query.
Career Highlights
Saravana Kumar Siva Kumaran is currently employed at Apple Inc., where he continues to innovate and develop new technologies. His work at Apple has allowed him to be at the forefront of technological advancements, particularly in search and machine learning.
Collaborations
Some of his notable coworkers include Su Yan and Ashkan Gholamzadeh. Their collaboration has contributed to the successful development of various projects within the company.
Conclusion
Saravana Kumar Siva Kumaran is a prominent inventor whose work in search query processing and machine learning has led to significant advancements in technology. His contributions at Apple Inc. and his innovative patents reflect his dedication to improving user experience through technology.