Vivek Krishnamurthy

Title: Innovations by Vivek Krishnamurthy

Introduction

Vivek Krishnamurthy is an accomplished inventor based in San Jose, California. He has made significant contributions to the field of data processing and machine learning, holding two patents that showcase his innovative approach to solving complex problems.

Latest Patents

One of his latest patents is titled "Optimizing hierarchical classification with adaptive node collapses." This invention provides a mechanism in a data processing system that utilizes a processor and memory to implement a training system for finding an optimal surface for hierarchical classification tasks on an ontology. The training system generates a neural network architecture based on a training data set and a hierarchical classification ontology data structure. It trains the neural network to classify the training data set to leaf nodes and parent nodes, ultimately enhancing the efficiency of hierarchical classification.

Another notable patent is "Automatic classification of adverse event text fragments." This invention involves a method, system, and computer program product that analyzes a training set of adverse event text fragments assigned to medical codes. The training set is modified to create a more uniform assignment of medical codes, allowing for the generation and training of machine learning models. These models are then used to assign medical codes to adverse event text fragments, improving the accuracy of medical coding.

Career Highlights

Vivek Krishnamurthy is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to collaborate on various innovative projects that push the boundaries of technology and data processing.

Collaborations

Some of his notable coworkers include Sheng Hua Bao and Pathirage Dinindu Sujan Udayanga Perera. Their collaborative efforts contribute to the advancement of technology and innovation within their field.

Conclusion

Vivek Krishnamurthy's contributions to the field of data processing and machine learning through his patents demonstrate his innovative spirit and commitment to advancing technology. His work at IBM and collaborations with talented individuals further enhance his impact in the industry.