Company Filing History:
Years Active: 2023-2025
Title: Innovations of Kumar Pratik
Introduction
Kumar Pratik is a notable inventor based in Amsterdam, Netherlands. He has made significant contributions to the field of wireless communications and deep learning. With a total of four patents to his name, Kumar is recognized for his innovative approaches to complex problems in technology.
Latest Patents
Kumar's latest patents include "Equivariant generative prior for inverse problems with unknown rotation." This patent describes a processor-implemented method for estimating a channel using a deep generative model. The method involves receiving an observation of the channel and mapping it to a mean value and a covariance matrix associated with the channel. The reconstruction of the channel is then based on these values. Another significant patent is "Geometric deep learning for lattice reduction." This patent outlines techniques for wireless communications through an apparatus that processes signals corresponding to a MIMO channel matrix. It includes generating a first gram matrix and utilizing a neural lattice reduction model to optimize the communication process.
Career Highlights
Kumar Pratik is currently employed at Qualcomm Incorporated, a leading company in the field of telecommunications and semiconductor technology. His work at Qualcomm has allowed him to explore and develop advanced technologies that enhance wireless communication systems.
Collaborations
Kumar has collaborated with notable colleagues such as Arash Behboodi and Max Welling. These collaborations have contributed to the advancement of his research and the successful development of his patents.
Conclusion
Kumar Pratik is a distinguished inventor whose work in wireless communications and deep learning has led to several impactful patents. His innovative methods and collaborations continue to shape the future of technology.