Company Filing History:
Years Active: 2017-2022
Title: Innovations by Tanuj Gulati
Introduction
Tanuj Gulati is an accomplished inventor based in Carrollton, TX (US). He has made significant contributions to the field of machine learning and threat assessment through his innovative patents. With a total of three patents to his name, Gulati continues to push the boundaries of technology.
Latest Patents
One of his latest patents is titled "Prediction explainer for ensemble learning." This invention provides a method for explaining the reasons behind predictions made by a machine learning ensemble. It determines the similarity between a target observation and training observations, ranks them by similarity, and assesses the significance of features in the prediction process. Another notable patent is "Risk scoring for threat assessment." This invention focuses on detecting and assessing threat risks to enterprises by creating composite threats from singular threats. It amplifies risks along known attack chains and computes composite threat risk scores to represent the overall risk to an entity.
Career Highlights
Tanuj Gulati is currently employed at Securonix, Inc., where he applies his expertise in machine learning and cybersecurity. His work has been instrumental in developing advanced solutions for threat detection and risk assessment.
Collaborations
Gulati collaborates with talented professionals in his field, including Igor Baikalov and Sachin Nayyar. Their combined efforts contribute to the innovative projects at Securonix, Inc.
Conclusion
Tanuj Gulati's contributions to machine learning and threat assessment through his patents demonstrate his commitment to innovation. His work continues to impact the technology landscape positively.