Daniel Polimac

Title: The Innovative Mind of Daniel Polimac

Introduction

Daniel Polimac is a notable inventor based in East Sarajevo, Bosnia and Herzegovina. He has made significant contributions to the field of sleep technology through his innovative patent. His work focuses on utilizing machine learning techniques to determine real-time sleep states, which has the potential to enhance sleep quality and health monitoring.

Latest Patents

Daniel Polimac holds a patent for "Determining real-time sleep states using machine learning techniques." This invention involves receiving cardiac data that defines inter-beat interval (IBI) sequences. Additionally, it includes tagging data that defines sleep-state tags for the IBI sequences. The process generates a sleep-state classifier using both cardiac and tagging data. This involves extracting IBI sequences, training a convolutional neural network (CNN) with the data, and iteratively training a recurrent neural network (RNN) to produce state data as output.

Career Highlights

Daniel is currently employed at Sleep Number Corporation, where he applies his expertise in sleep technology. His innovative approach to sleep monitoring has positioned him as a key player in the industry. With a focus on improving sleep health, his work is paving the way for advancements in personalized sleep solutions.

Collaborations

Daniel has collaborated with talented individuals such as Gary N Garcia Molina and Cristina Marie Jocson. These partnerships have fostered a creative environment that encourages innovation and the development of cutting-edge technologies in sleep science.

Conclusion

Daniel Polimac's contributions to the field of sleep technology through his patent and work at Sleep Number Corporation highlight his innovative spirit and dedication to improving sleep health. His advancements in machine learning applications for sleep monitoring are set to make a significant impact in the industry.