Preeti Duraipandian

Title: Preeti Duraipandian: Innovator in Machine Learning and Anomaly Detection

Introduction

Preeti Duraipandian is a prominent inventor based in Plano, TX (US). She has made significant contributions to the field of machine learning, particularly in developing systems for confidence calibration and anomaly detection. With a total of 5 patents to her name, her work is paving the way for advancements in artificial intelligence.

Latest Patents

Among her latest patents is the "Machine learning model-agnostic confidence calibration system and method." This innovative method involves extracting key-value pairs from documents, classifying match probabilities, and generating calibrated confidence scores. The system ultimately presents the selected key-value pair in a graphical user interface (GUI). Another notable patent is the "Multiple input machine learning framework for anomaly detection." This method includes extracting image features from document images and executing an optical character recognition (OCR) engine to generate anomaly scores.

Career Highlights

Preeti Duraipandian is currently employed at Intuit, Inc., where she continues to push the boundaries of technology. Her work focuses on enhancing machine learning frameworks, making them more efficient and reliable for various applications.

Collaborations

Throughout her career, Preeti has collaborated with talented individuals such as Peter Caton Anthony and Sricharan Kallur Palli Kumar. These collaborations have contributed to her innovative projects and have fostered a creative environment for technological advancements.

Conclusion

Preeti Duraipandian is a trailblazer in the field of machine learning and anomaly detection. Her patents and contributions are instrumental in shaping the future of artificial intelligence.