Zhiling Liu

Title: Zhiling Liu - Innovator in Merchant Logo Detection AI

Introduction

Zhiling Liu is a prominent inventor based in Sunnyvale, CA. She has made significant contributions to the field of artificial intelligence, particularly in the area of merchant logo detection. Her innovative work aims to enhance user control in transaction approvals, making financial processes more efficient and user-friendly.

Latest Patents

Zhiling Liu holds a patent for a groundbreaking technology titled "Merchant logo detection artificial intelligence (AI) for injecting user control to ISO back-end transaction approvals between acquirer processors and issuer processors over data communication networks." This patent focuses on identifying logo candidates for specific ISO data from external resources based on enriched merchant data. The technology filters out low-quality images of logo candidates through image analysis, including entropy ratio evaluations. Furthermore, it employs high-quality filtering and classification using a deep learning classifier to distinguish logos from non-logos. Ultimately, a logo is selected from the candidates to associate with ISO data packets, allowing for a display of the selected logo during transactions.

Career Highlights

Zhiling Liu is currently employed at Ondot Systems Inc., where she continues to develop innovative solutions in the realm of financial technology. Her work has positioned her as a key player in the advancement of AI applications in transaction processing.

Collaborations

Zhiling collaborates with talented individuals such as Zhiqiang Zhang and Vaduvur Bharghavan, contributing to a dynamic and innovative work environment.

Conclusion

Zhiling Liu's contributions to merchant logo detection AI exemplify her commitment to enhancing transaction processes through technology. Her innovative patent and ongoing work at Ondot Systems Inc. highlight her role as a leading inventor in the field.