Company Filing History:
Years Active: 2020-2022
Title: Sahin Cem Geyik: Innovator in Contextual Search and Entity Representations
Introduction
Sahin Cem Geyik is a prominent inventor based in Redwood City, California. He has made significant contributions to the field of technology, particularly in the areas of contextual search and entity representations. With a total of eight patents to his name, Geyik continues to push the boundaries of innovation.
Latest Patents
One of Geyik's latest patents is titled "Contextual search ranking using entity topic representations." This invention provides a system for processing data that enhances the recruitment process. The system operates by obtaining embeddings generated from search parameters and candidate attributes, determining match features, and applying a machine learning model to produce candidate scores. Ultimately, it generates a ranking of candidates based on these scores, which are then output as search results.
Another notable patent is "Unsupervised learning of entity representations using graphs." This invention focuses on generating semantic representations of sparse entities through unsupervised embeddings. The system accesses user profile data to create a graph data structure, generating embedding vectors for entities based on this structure using an unsupervised machine learning algorithm.
Career Highlights
Sahin Cem Geyik is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions. His work has significantly impacted the way data is processed and utilized in various applications.
Collaborations
Geyik has collaborated with notable colleagues, including Cagri Ozcaglar and Vijay K Dialani. These partnerships have fostered a creative environment that encourages the development of groundbreaking technologies.
Conclusion
Sahin Cem Geyik is a distinguished inventor whose work in contextual search and entity representations has made a lasting impact on technology. His contributions continue to shape the future of data processing and machine learning.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.