Kiran Kumar Kaipa

Title: Kiran Kumar Kaipa: Innovator in Predictive Modeling

Introduction

Kiran Kumar Kaipa is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of predictive modeling through his innovative patent. His work focuses on the development and deployment of heterogeneous predictive models, which are essential in today's data-driven world.

Latest Patents

Kiran Kumar Kaipa holds a patent for an "Automated system for development and deployment of heterogeneous predictive models." This invention discloses a method and system for generating heterogeneous predictive models based on the sampling of big data. The process involves receiving a dataset and a target column associated with the dataset at a data processing engine from a distributed data warehouse. The data processing engine classifies one or more columns of the dataset as categorical or continuous. It identifies parameters in the dataset to extract sample data based on these parameters. The system then recommends rank-ordered machine learning algorithms to users for generating predictive models from the sample data. Through iterations, one or more heterogeneous predictive models are generated based on the rank-ordered algorithms.

Career Highlights

Kiran Kumar Kaipa is currently employed at Infosys Limited, a leading global technology services company. His role involves leveraging his expertise in data processing and machine learning to drive innovation within the organization. His contributions have been instrumental in enhancing the capabilities of predictive modeling in various applications.

Collaborations

Kiran has collaborated with several talented professionals in his field, including Ganapathy Subramanian and Sudipto Shankar Dasgupta. These collaborations have fostered a creative environment that encourages the exchange of ideas and advancements in technology.

Conclusion

Kiran Kumar Kaipa is a distinguished inventor whose work in predictive modeling has the potential to transform how organizations utilize big data. His innovative patent and contributions at Infosys Limited highlight his commitment to advancing technology in meaningful ways.