Naveen Panwar

Title: Innovations of Naveen Panwar

Introduction

Naveen Panwar is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning and artificial intelligence. With a total of 10 patents to his name, Naveen is recognized for his innovative approaches to addressing contextual biases in machine learning models.

Latest Patents

Naveen's latest patents include groundbreaking methods and systems for detecting contextual bias in text. One notable patent describes a computer-implemented method that involves identifying a protected attribute in data samples. This method processes the identified samples using a machine learning network to determine the impact of various contexts on classification tasks. Another significant patent focuses on generating causal explanations for text models. This method involves analyzing input sentences, creating causal subgraphs, and identifying tokens that influence sentiment classification.

Career Highlights

Naveen Panwar is currently employed at International Business Machines Corporation (IBM), where he continues to push the boundaries of technology. His work has been instrumental in developing advanced machine learning techniques that enhance the accuracy and fairness of AI systems. His expertise in this domain has earned him recognition among peers and industry leaders.

Collaborations

Throughout his career, Naveen has collaborated with talented individuals such as Anush Sankaran and Srikanth Govindaraj Tamilselvam. These collaborations have fostered a creative environment that encourages innovation and the sharing of ideas. Together,