Daniel Jakub Ryszka

Title: Innovations of Daniel Jakub Ryszka

Introduction

Daniel Jakub Ryszka is a notable inventor based in Cracow, Poland. He has made significant contributions to the field of technology, particularly in machine learning and data storage systems. With a total of seven patents to his name, Ryszka continues to push the boundaries of innovation.

Latest Patents

One of Ryszka's latest patents is titled "Controlling a bias of a machine learning module background." This patent describes a computer-implemented method for generating a machine learning module (ML-module). The method involves providing training data that includes a first set of data corresponding to a first feature and a second set of data corresponding to a second feature. It also includes generating a further set of data that corresponds to an additional feature. A first correlation metric is calculated to measure the correlation between a selected feature of the first and second features and the further feature. Additionally, a bias metric is determined to indicate the strength of a bias of the trained ML-module towards specific subsets of values. If the bias metric meets the bias constraint, the ML-module is released for usage.

Another significant patent is "Composite storage of objects in multi-tenant devices." This patent outlines systems and methods for composite storage of data across tiers of a multi-tenant storage device. The method includes determining attributes associated with each query in a set of queries and assessing whether these attributes meet predetermined threshold values for various storage tiers. The process involves updating storage rules based on these determinations and efficiently storing data from tenants across different storage tiers.

Career Highlights

Daniel Ryszka is currently employed at International Business Machines Corporation (IBM), where he applies his expertise in technology and innovation. His work at IBM has allowed him to collaborate on various projects that enhance the capabilities of machine learning and data storage solutions.

Collaborations

Ryszka has worked alongside talented colleagues, including Bartlomiej Tomasz Malecki and Maria Hanna Oleszkiewicz. Their collaborative efforts contribute to the advancement of technology and innovation within their field.

Conclusion

Daniel Jakub Ryszka is a prominent inventor whose work in machine learning and data storage has led to several impactful patents. His contributions continue to shape the future of technology, demonstrating the importance of innovation in today's world.