Rana Ali Amjad

Title: Innovations of Rana Ali Amjad

Introduction

Rana Ali Amjad is a prominent inventor based in Amsterdam, Netherlands. He has made significant contributions to the field of technology, particularly in artificial intelligence and neural networks. With a total of three patents to his name, his work continues to influence advancements in these areas.

Latest Patents

Rana's latest patents include innovative methods and devices for joint mixed-precision quantization and structured pruning. One of his notable inventions involves Bayesian bits joint mixed-precision quantization and structured pruning using decomposed quantization and Bayesian gates. This invention outlines a process for quantizing a residual error of a quantized tensor, iteratively producing a next quantized tensor with increased bit-width for each successive iteration.

Another significant patent focuses on unsupervised learning for simultaneous localization and mapping in deep neural networks using channel state information. This method trains an artificial neural network (ANN) to determine the location of user equipment (UE) and map the environment based on received signal information, all without the need for labeled data.

Career Highlights

Rana Ali Amjad is currently employed at Qualcomm Incorporated, where he continues to push the boundaries of technology through his innovative research and development efforts. His work at Qualcomm has positioned him as a key player in the advancement of artificial intelligence applications.

Collaborations

Rana collaborates with talented individuals such as Arash Behboodi and Joseph Binamira Soriaga, contributing to a dynamic and innovative work environment.

Conclusion

Rana Ali Amjad's contributions to technology through his patents and work at Qualcomm Incorporated highlight his role as a leading inventor in the field. His innovative approaches to artificial intelligence and neural networks are paving the way for future advancements.