Keshava Mangipudi

Title: Keshava Mangipudi: Innovator in Machine Learning and Analytics

Introduction

Keshava Mangipudi is a notable inventor based in Pleasanton, CA (US). He has made significant contributions to the fields of machine learning and enterprise analytics. With a total of 3 patents, his work focuses on innovative solutions that enhance resource allocation and financial forecasting.

Latest Patents

Keshava's latest patents include groundbreaking technologies. One of his patents is titled "Machine-learning processing at native-location storage system to generate collections action plan." This patent discloses techniques for utilizing machine-learning processing to create resource-allocation specifications. The process involves receiving a first data set from a source, which includes resource requests and timestamps. Additionally, a second data set containing communication and allocation data is used to define target characteristics for training instances. This information is then employed to train a machine-learning model that generates a resource-allocation specification, including a communication schedule.

Another significant patent is "Cash position forecasting with real-time analytics." This invention outlines a method, system, and computer program product for enterprise analytics. The method begins by requesting bank statement information, which includes the current balance. It then accesses a transaction repository to retrieve future deposit and withdrawal transactions. By applying these transactions to the current balance, the method forecasts a future balance, which is displayed for user review. This patent also accommodates transactions in multiple currencies, converting them into a selected currency of choice.

Career Highlights

Keshava Mangipudi is currently employed at Oracle International Corporation, where he continues to develop innovative solutions in technology. His expertise in machine learning and analytics has positioned him as a valuable asset in the tech industry.

Collaborations

Keshava has collaborated with notable colleagues, including Bhupinder Sondhi and Amira A Morcos. Their combined efforts contribute to the advancement of technology and innovation within their field.

Conclusion

Keshava Mangipudi is a distinguished inventor whose work in machine learning and analytics has led to significant advancements in resource allocation and financial forecasting. His contributions continue to shape the future of technology and innovation.