Raminder Deep Singh Kaler

Title: Innovations by Raminder Deep Singh Kaler

Introduction

Raminder Deep Singh Kaler is an accomplished inventor based in Redwood City, CA. He has made significant contributions to the field of technology, particularly in the area of authentication and risk assessment. With a total of 3 patents, Kaler's work focuses on enhancing security measures through innovative processes and systems.

Latest Patents

Kaler's latest patents include a groundbreaking access prediction service that serves explainable risk scores. This invention describes a process, system, and medium for detecting anomalous authentication requests during an authentication journey. The system utilizes an ensemble of Machine Learning (ML) models and rule-based heuristics to process request features and derive risk sub-scores. It also provides explanations for risk scores when they exceed a certain threshold, thereby enhancing the security of authentication processes.

Another notable patent involves an access prediction service that receives authentication journey characteristics for supervised learning. This invention outlines a method for building a training set and performing supervised training of an ML model to determine risk scores. The model helps decide whether to impose stepped-up authentication during an authentication journey, thereby improving the overall security framework.

Career Highlights

Kaler is currently employed at Ping Identity International, Inc., where he continues to innovate in the field of identity management and security. His work is instrumental in developing solutions that address the challenges of authentication and risk assessment in digital environments.

Collaborations

Throughout his career, Kaler has collaborated with talented professionals, including Sudhakar Peddibhotla and Darryl Jones. These collaborations have contributed to the successful development of his innovative solutions.

Conclusion

Raminder Deep Singh Kaler is a notable inventor whose work in authentication and risk assessment has led to significant advancements in security technology. His contributions through patents and collaborations continue to shape the future of secure digital interactions.