Kanthi Sarpatwar

Title: Innovations by Kanthi Sarpatwar

Introduction

Kanthi Sarpatwar is an accomplished inventor based in Elmsford, NY (US). He has made significant contributions to the field of technology, particularly in artificial intelligence and data privacy. With a total of two patents to his name, Sarpatwar's work focuses on optimizing scheduling solutions and enhancing fraud detection mechanisms.

Latest Patents

One of Sarpatwar's latest patents is titled "Optimizer agnostic explanation system for large scale schedules." This invention involves a computer-implemented method that utilizes an artificial intelligence (A.I.) module to explain large-scale scheduling solutions. The process begins with receiving an original instance of a resource-constrained scheduling problem, which includes a set of tasks and various resource requirements. An optimizer determines a schedule for these tasks while minimizing the makespan. The invention generates a minimal set of resource links based on dependencies between tasks, which are then added as precedence constraints. Ultimately, the system computes a set of critical tasks using a non-resource constrained critical path, providing explanations for the optimized order of tasks.

Another notable patent is "Multi-phase privacy-preserving inferencing in a high volume data environment." This invention offers a method, apparatus, and computer program product that enables multi-phase privacy-preserving inferencing, particularly useful for fraud prediction, detection, and prevention. The system employs two machine learning models: the first model is trained on first transaction data, while the second model is trained on both first transaction data and user data. The first model evaluates incoming data for potential fraud, and if a transaction is flagged, the second model conducts a more secure inference using homomorphically encrypted data.

Career Highlights

Kanthi Sarpatwar is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and develop cutting-edge technologies. His work at IBM has allowed him to explore various applications of artificial intelligence and data security.

Collaborations

Throughout his career, Sarpatwar has collaborated with talented individuals such as Roman Vaculin and Hong Min, who is a woman. These collaborations have contributed to the advancement of his projects and the successful implementation of his inventions.

Conclusion

Kanthi Sarpatwar is a notable inventor whose work in artificial intelligence and data privacy has led to significant advancements in technology. His patents reflect a commitment to innovation and problem-solving in complex environments.