Lawrence David Lin

Title: Innovations by Lawrence David Lin

Introduction

Lawrence David Lin is an accomplished inventor based in Pleasanton, CA. He has made significant contributions to the field of technology, particularly in the area of seasonal item recommendations. His innovative approach has led to the development of a unique system that enhances user experience in retail environments.

Latest Patents

Lawrence holds a patent for a "System and method for post transaction seasonal item recommendations." This patent describes systems and methods that determine a current seasonal time window associated with a seasonal event and various seasonal product types. By analyzing historical transaction data, the system computes a first seasonal index score for each item and a second seasonal index score for each product type. A seasonal rank score is generated for each item based on these scores, allowing for the ranking of items in historical transaction data. Ultimately, the system generates and displays a list of recommended items to users based on their transaction orders.

Career Highlights

Lawrence is currently employed at Walmart Apollo, LLC, where he continues to innovate and develop new technologies. His work focuses on improving customer engagement through data-driven recommendations and personalized shopping experiences. With a patent portfolio that includes 1 patent, he has established himself as a key player in the field of retail technology.

Collaborations

Lawrence has collaborated with talented individuals such as Parth Ramesh Vajge and Luyi Ma. These partnerships have fostered a creative environment that encourages the development of cutting-edge solutions in the industry.

Conclusion

Lawrence David Lin's contributions to the field of technology, particularly through his innovative patent, demonstrate his commitment to enhancing user experiences in retail. His work at Walmart Apollo, LLC, along with his collaborations, positions him as a notable inventor in the industry.