Harivansh Kumar

Title: Harivansh Kumar: Innovator in Machine Learning Technologies

Introduction

Harivansh Kumar is a prominent inventor based in Hyderabad, Telangana, India. He has made significant contributions to the field of machine learning, holding a total of 4 patents. His work focuses on enhancing the accuracy and efficiency of machine learning models, which are increasingly vital in various industries.

Latest Patents

One of Harivansh's latest patents is titled "Generation of machine learning model lineage events." This invention outlines a method, system, and computer program product for generating lineage events of machine learning models. The method includes identifying a machine learning model with missing lineage and generating creation and deployment events for it. Additionally, it involves generating a version change event by identifying predicted data points with low model confidence and rescoring them. This process helps in determining if there is a new version of the machine learning model and creating a lineage path for it.

Another notable patent is "Providing predictions based on a prediction accuracy model using machine learning." This method involves generating prediction training data based on training predictions and their corresponding probabilities. It also includes training a prediction accuracy model to assess the correctness of the training predictions generated by the machine-learning model. The method ultimately provides client predictions based on the accuracy determination.

Career Highlights

Harivansh Kumar is currently employed at International Business Machines Corporation, commonly known as IBM. His role at IBM allows him to work on cutting-edge technologies and contribute to advancements in machine learning.

Collaborations

Harivansh collaborates with talented individuals such as Manish Anand Bhide and Venkata R Madugundu. These collaborations enhance the innovative potential of his projects and contribute to the development of new technologies.

Conclusion

Harivansh Kumar is a distinguished inventor whose work in machine learning is paving the way for future innovations. His patents reflect a deep understanding of the complexities of machine learning models and their applications.