Company Filing History:
Years Active: 2022-2024
Title: Innovations of Gabriel Gabra Zaccak
Introduction
Gabriel Gabra Zaccak is an accomplished inventor based in Cambridge, MA. He has made significant contributions to the field of artificial intelligence and machine learning, holding three patents that showcase his innovative spirit and technical expertise.
Latest Patents
One of his latest patents is titled "Systems and methods for heterogeneous federated transfer learning." This technology relates to a system and method of exporting learned features between federated endpoints, which are confined to their respective training datasets. The system includes logic to access a first training dataset for training a first federated endpoint and a second training dataset for a second federated endpoint. The datasets share common sample features, allowing for effective learning across different endpoints.
Another notable patent is "Privacy interface for data loss prevention via artificial intelligence models." This invention provides systems and methods to prevent the exfiltration of training data through feature reconstruction attacks. The system features a privacy interface that presents modulators for various training parameters, which can be modified to enhance the security of the training job. The trainer within the system executes training cycles based on these modified parameters, ensuring a high level of performance accuracy while maintaining privacy guarantees.
Career Highlights
Gabriel currently works at Sharecare AI, Inc., where he continues to develop innovative solutions in the realm of artificial intelligence. His work focuses on enhancing the security and efficiency of machine learning models, contributing to advancements in the field.
Collaborations
Gabriel collaborates with talented individuals such as Marina Titova and Srivatsa Akshay Sharma, who share his passion for innovation and technology.
Conclusion
Gabriel Gabra Zaccak is a prominent inventor whose work in artificial intelligence and machine learning is paving the way for future innovations. His patents reflect a commitment to enhancing technology while ensuring data privacy and security.