Alvin Lim

Title: Innovations by Alvin Lim

Introduction

Alvin Lim is an inventor based in Turtletown, TN (US). He is known for his innovative approaches to improving space modeling and determining product importance. Although he currently holds no granted patents, his work in the field of invention is noteworthy.

Latest Patent Applications

Alvin Lim has submitted several patent applications that showcase his inventive ideas. One of his latest applications is titled "METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO IMPROVE SPACE MODELING." This application discloses methods, apparatus, systems, and articles of manufacture designed to enhance space modeling. The invention aims to identify a category-level planogram length and category-level predictors for a category. It applies a first model to transform these elements into a first-model-compatible category-level planogram length and predictors. The application also details the generation of a first sales impact value and a modified category-level planogram based on various constraints and candidate planograms.

Another significant application is "METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO DETERMINE PRODUCT IMPORTANCE." This invention focuses on identifying transactional attributes associated with a product of interest. It employs a machine learning model to generate coefficients for these attributes, leading to the creation of an importance probability and a binary importance metric. The application outlines how to trigger responses based on the importance of the product.

Conclusion

Alvin Lim's contributions to the field of invention, particularly through his latest patent applications, demonstrate his commitment to innovation. His work in improving space modeling and determining product importance reflects a forward-thinking approach that could have significant implications in various industries.