Jan Freyberg

Title: Jan Freyberg: Innovator in Artificial Intelligence

Introduction

Jan Freyberg is a notable inventor based in Montreal, Canada. He has made significant contributions to the field of artificial intelligence through his innovative patents. With a total of 2 patents, Freyberg is recognized for his work in optimizing AI models and managing datasets.

Latest Patents

Freyberg's latest patents include a method and server for managing a dataset in the context of artificial intelligence. This invention outlines a system for managing datasets where an AI model is utilized. The process involves a data mask that describes the labeling status of data items and includes a loop that continues until certain patience parameters are met. The loop consists of receiving trusted labels, updating the data mask, training the AI model, and computing model uncertainty measurements.

Another significant patent is a method and server for optimizing hyperparameter tuples for training production-grade AI models. This invention focuses on extracting AI model features and creating an initial distribution of hyperparameter tuples. A loop is repeated until metric parameters are satisfied, which includes evaluating latency and model uncertainty, and computing a blended quality measurement.

Career Highlights

Jan Freyberg is currently employed at ServiceNow Canada Inc., where he continues to innovate in the field of artificial intelligence. His work is pivotal in enhancing the efficiency and effectiveness of AI applications.

Collaborations

Freyberg collaborates with talented individuals such as Frédéric Branchaud-Charron and Parmida Atighehchian, contributing to a dynamic work environment that fosters innovation.

Conclusion

Jan Freyberg is a distinguished inventor whose work in artificial intelligence is shaping the future of technology. His patents reflect a deep understanding of AI and its applications, making him a valuable asset in the tech industry.