Muhammad Majid Butt

Title: Muhammad Majid Butt: Innovator in Radio Frequency Technologies

Introduction

Muhammad Majid Butt is a notable inventor based in Palaiseau, France. He has made significant contributions to the field of radio frequency technologies, holding a total of 5 patents. His work focuses on enhancing data mapping and machine learning processes, showcasing his expertise in innovative solutions.

Latest Patents

One of his latest patents is titled "Enhancement of data map of objects via object specific radio frequency parameters." This invention discloses devices, methods, and computer programs aimed at improving data maps of objects by utilizing specific radio frequency parameters. The patent involves accessing channel state information measurements for a network node and simulating corresponding radio channels. A set of radio frequency parameters is estimated for each interaction point, enhancing the overall data mapping process.

Another significant patent is "Host asynchronous federated learning model collection." This invention encompasses systems, methods, and apparatuses for selecting local machine learning model training hosts in asynchronous federated learning. The method includes transmitting local model parameters after training a model of at least one network element to a network node. This process allows for clustering the network element with others and training an aggregated model using the local parameters.

Career Highlights

Muhammad Majid Butt has worked with prominent companies in the telecommunications sector, including Nokia Technologies and Nokia Solutions and Networks. His experience in these organizations has contributed to his development as an inventor and innovator in the field.

Collaborations

He has collaborated with notable professionals in his field, including Stephen Mwanje and István Zsolt Kovács. These collaborations have likely enriched his work and expanded his innovative capabilities.

Conclusion

Muhammad Majid Butt is a distinguished inventor whose work in radio frequency technologies and machine learning continues to impact the industry. His patents reflect a commitment to advancing technology and improving data mapping processes.