Sricharan Kallur Palli Kumar

Title: Sricharan Kallur Palli Kumar: Innovator in Machine Learning and Language Models

Introduction

Sricharan Kallur Palli Kumar is a prominent inventor based in Mountain View, CA. He has made significant contributions to the field of machine learning and natural language processing, holding a total of 17 patents. His innovative work focuses on enhancing the capabilities of large language models and improving machine learning training processes.

Latest Patents

One of his latest patents is titled "Semantic aware hallucination detection for large language models." This patent discloses systems and methods for detecting hallucinations in large language models (LLMs). The method involves receiving a prompt for submission to the first LLM, generating semantically equivalent prompts, and assessing the accuracy of the responses based on a semantic consistency score. Another notable patent is "Confidence score based machine learning model training." This patent outlines systems and methods for training a machine learning model by generating predictions and associated confidence scores for each prediction. The system is designed to improve the training process by potentially excluding training samples based on their confidence scores.

Career Highlights

Sricharan has worked with notable companies such as Intuit, Inc. and Palo Alto Research Center Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas in the realm of technology and machine learning.

Collaborations

Throughout his career, Sricharan has collaborated with talented individuals, including Matthew Adam Shreve and Jiaxin Zhang. These collaborations have contributed to the advancement of his research and inventions.

Conclusion

Sricharan Kallur Palli Kumar is a distinguished inventor whose work in machine learning and language models continues to push the boundaries of technology. His patents reflect a deep understanding of complex systems and a commitment to innovation.