Location History:
- Addison, TX (US) (2012 - 2015)
- McKinney, TX (US) (2022 - 2023)
Company Filing History:
Years Active: 2012-2023
Title: The Innovative Mind of Narendra Tilwani
Introduction
Narendra Tilwani is a prominent inventor based in Addison, TX (US). He has made significant contributions to the field of machine learning and communications networks. With a total of 8 patents to his name, Tilwani's work is characterized by its focus on optimizing technology for better performance.
Latest Patents
One of his latest patents is titled "System and method for improving machine learning model performance in a communications network." This invention involves a system, method, and non-transitory computer-readable media designed to optimize input data for a machine learning model associated with a communications network. In this implementation, machine learning models may be trained using a modified dataset obtained from various cellular aggregation units (CAUs) of the radio access network (RAN) infrastructure. The modified dataset is derived from data collected for individual CAUs over a specific data collection period, focusing on multiple key performance indicator (KPI) variables. The optimization process includes replacing null values of variables with corresponding modal values. The trained machine learning model can then predict one or more KPIs based on a set of test data related to the RAN infrastructure.
Another notable patent is "Baseband and method for selecting a coordination set of neighboring basebands in a centralized radio access network (C-RAN)." This invention describes a baseband and method that dynamically selects a specified number of neighboring basebands to be assigned to a coordination set based on measurement reports received from various user equipment (UEs).
Career Highlights
Throughout his career, Tilwani has worked with leading companies in the technology sector, including Telefonaktiebolaget Lm Ericsson and Apple Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in telecommunications and machine learning.
Collaborations
Tilwani has collaborated with talented individuals such as SaiRamesh Nammi and Miroslav Budic. These partnerships have further enriched his work and expanded the impact of his inventions.
Conclusion
Narendra Tilwani's contributions to the fields of machine learning and communications networks demonstrate his innovative spirit and dedication to advancing technology. His patents reflect a commitment to improving performance and efficiency in critical systems.