Prashant Pandurang Mundhe

Title: Innovations by Prashant Pandurang Mundhe

Introduction

Prashant Pandurang Mundhe is an accomplished inventor based in Hyderabad, Telangana, India. He has made significant contributions to the field of technology, particularly in artificial intelligence and fairness in outcome models. With a total of 3 patents to his name, he continues to push the boundaries of innovation.

Latest Patents

One of his latest patents is titled "Batch scoring model fairness." This invention involves a system and method for scoring the fairness of an outcome model. The process includes receiving a set of original transaction records (OTRs) and selecting a subset based on specific criteria to reduce the number of OTRs sent to the outcome model. For each OTR in the subset, a perturbed transaction record (PTR) is created by altering at least one attribute. The OTR and PTR are then sent to the outcome model, which returns respective outcomes. A record bias score is determined for both outcomes, indicating any bias present. These scores are stored in a bias determination system (BDS) database.

Another notable patent is "Artificial intelligence model monitoring and ranking." This invention focuses on obtaining metric values that indicate the performance of AI model deployments. It involves determining violation statuses for each deployment based on the measured metrics, ranking the deployments according to a ranking model, and providing users with the ranks of the AI model deployments.

Career Highlights

Prashant is currently employed at International Business Machines Corporation (IBM), where he applies his expertise in developing innovative solutions. His work at IBM has allowed him to contribute to cutting-edge technologies and advancements in artificial intelligence.

Collaborations

He collaborates with talented individuals such as Manish Anand Bhide and Ravi Chandra Chamarthy, enhancing the innovative environment at IBM.

Conclusion

Prashant Pandurang Mundhe is a notable inventor whose work in artificial intelligence and fairness in outcome models has led to significant advancements in technology. His contributions continue to shape the future of innovation in the industry.