Company Filing History:
Years Active: 2025
Title: Szymon Kucharczyk: Innovator in Machine Learning
Introduction
Szymon Kucharczyk is a notable inventor based in Cracow, Poland. He has made significant contributions to the field of machine learning, particularly in the development of methods that enhance the functionality of machine learning modules. His innovative approach has led to the filing of a patent that addresses critical aspects of bias in machine learning systems.
Latest Patents
Szymon Kucharczyk holds a patent titled "Controlling a bias of a machine learning module background." This patent outlines 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 describes the generation of 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 of the further feature. If the bias metric meets the established bias constraint, the ML-module is released for usage.
Career Highlights
Szymon Kucharczyk is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM allows him to collaborate with leading experts in the field of technology and innovation. His contributions to machine learning are recognized within the organization and the broader tech community.
Collaborations
Some of Szymon’s coworkers include Lukasz Grzegorz Cmielowski and Dorota Lączak. Their collaborative efforts contribute to the advancement of technology and innovation at IBM.
Conclusion
Szymon Kucharczyk is a prominent figure in the realm of machine learning, with a focus on addressing bias in ML-modules. His patent and work at IBM highlight his commitment to innovation and excellence in technology.