Roop Malhans

Title: Roop Malhans: Innovator in Digital Banking Applications

Introduction

Roop Malhans is an accomplished inventor based in Toronto, Canada. She has made significant contributions to the field of digital banking through her innovative patent. Her work focuses on enhancing user experience and privacy in digital banking applications.

Latest Patents

Roop Malhans holds a patent for a "Method and system for predicting user intentions within a digital banking application." This invention involves methods for using and training a classifier to predict user intentions as they navigate a digital banking application. The process begins with acquiring a pathway dataset that captures a sequence of navigation events during a user session, excluding any financial information. These navigation events are transformed into latent space representations and input into a classifier. The classifier is trained using a historical dataset of navigation events annotated with intention labels as ground truth. Upon identifying a predicted user intention, the method suggests a corresponding service via the graphical user interface (GUI). This innovative approach ensures accurate intention prediction while safeguarding sensitive financial information, thereby enhancing privacy and usability in digital banking environments.

Career Highlights

Roop Malhans is currently employed at the Royal Bank of Canada, where she applies her expertise in digital banking technologies. Her work has been instrumental in developing solutions that improve user interactions with banking applications.

Collaborations

Roop has collaborated with notable colleagues, including Alex T Lau and Juan Martin, who have contributed to her projects and innovations.

Conclusion

Roop Malhans is a pioneering inventor whose work in digital banking applications is shaping the future of user experience and privacy. Her innovative methods are setting new standards in the industry.