Prashant Gaurav

Title: Innovations by Prashant Gaurav

Introduction

Prashant Gaurav is an accomplished inventor based in Fremont, California. He has made significant contributions to the field of technology, particularly in software and data management. With a total of five patents to his name, Gaurav has demonstrated a strong commitment to innovation and problem-solving.

Latest Patents

One of Gaurav's latest patents focuses on malicious software detection. This invention involves determining the amount of data change associated with a version of a content file compared to previous versions. The method utilizes a tree data structure stored on a storage cluster to analyze changes. The system provides statistics related to backup snapshots to a server, which can identify anomalous data changes. If the server detects potential infection by malicious software, it notifies users about the compromised version of the content file.

Another notable patent is a system and method for obtaining recommendations using scalable cross-domain collaborative filtering. This invention introduces a system that employs multiple models to generate recommendation scores. These scores can be derived from both supervised and unsupervised learning techniques, incorporating user information and transaction data. The system can also provide a total recommendation score generated by an ensemble model, enhancing the accuracy of recommendations.

Career Highlights

Throughout his career, Prashant Gaurav has worked with prominent companies such as Cohesity, Inc. and PayPal, Inc. His experience in these organizations has allowed him to refine his skills and contribute to various innovative projects. Gaurav's work has had a lasting impact on the technology landscape, particularly in data management and security.

Collaborations

Prashant has collaborated with talented individuals in the industry, including Sidharth Mishra and Karandeep Singh Chawla. These partnerships have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking solutions.

Conclusion

Prashant Gaurav is a notable inventor whose work in malicious software detection and recommendation systems showcases his innovative spirit. His contributions to technology continue to influence the industry, and his patents reflect a dedication to advancing software solutions.