Company Filing History:
Years Active: 2019-2022
Title: Halil Bayrak: Innovator in Online Content Classification
Introduction
Halil Bayrak is a notable inventor based in San Jose, CA, who has made significant contributions to the field of online content classification. With a total of 2 patents, he has developed innovative methods that enhance the way users interact with sponsored content on social networks.
Latest Patents
Bayrak's latest patents include a method for classifying post types on online social networks. This method involves receiving a link to a structured document from a third-party content provider and retrieving the document from an external server. The structured document contains content and input fields, from which a predefined set of information is extracted. A machine learning model is then employed to classify the document as an external lead-generation type page, notifying the content provider if the classification is successful.
Another significant patent focuses on relaxing policy rules for regulating the presentation of sponsored content to users. This online system applies content policies that may restrict the display of sponsored content in certain positions within content feeds. By determining a user's tolerance for sponsored content, the system can relax these policies when appropriate, enhancing user experience while maximizing potential compensation.
Career Highlights
Throughout his career, Halil Bayrak has worked with prominent companies such as Meta Platforms, Inc. and Facebook, Inc. His experience in these leading tech firms has allowed him to refine his skills and contribute to groundbreaking innovations in online content management.
Collaborations
Bayrak has collaborated with talented individuals in the industry, including Vandana Mohan and Mridul Malpani. These partnerships have fostered a creative environment that has led to the development of his innovative patents.
Conclusion
Halil Bayrak is a distinguished inventor whose work in online content classification has the potential to transform user interactions with sponsored content. His innovative patents and career achievements reflect his commitment to advancing technology in the digital landscape.