Kamiya Motwani

Title: Innovations of Kamiya Motwani

Introduction

Kamiya Motwani is an accomplished inventor based in Sunnyvale, California. She has made significant contributions to the field of technology, particularly in the areas of machine learning and recommender systems. With a total of eight patents to her name, her work has garnered attention for its innovative approaches to solving complex problems.

Latest Patents

Among her latest patents is a system and method for determining substitutions. This invention involves a system comprising one or more processors and non-transitory computer-readable media. The system is designed to determine a list of possible substitutes for an item when it is out of stock. It utilizes a machine learning algorithm trained on labeled data to generate similarity scores for each substitute. Another notable patent focuses on methods and apparatuses for defending against data poisoning attacks in recommender systems. This invention includes a defender computing device that analyzes customer interaction data to provide item recommendations while maintaining the integrity of the recommendation model.

Career Highlights

Kamiya Motwani is currently employed at Walmart Apollo, LLC, where she continues to innovate and develop new technologies. Her work has been instrumental in enhancing the efficiency and reliability of ecommerce systems.

Collaborations

Kamiya has collaborated with talented individuals such as Sushant Kumar and Kannan Achan, contributing to a dynamic work environment that fosters creativity and innovation.

Conclusion

Kamiya Motwani's contributions to technology through her patents and collaborative efforts highlight her role as a leading inventor in her field. Her innovative solutions continue to impact the industry positively.