Sang Don Han

Title: Innovations by Sang Don Han

Introduction

Sang Don Han is a notable inventor based in Sunnyvale, CA. He has made significant contributions to the field of artificial intelligence through his innovative patents. With a total of 2 patents, his work focuses on enhancing the evaluation of AI services.

Latest Patents

Sang Don Han's latest patents include a method for evaluating the quality of artificial intelligence (AI) services using held-out data. This method involves partitioning data into in-domain and out-of-domain categories. The processor defines held-out data from both categories for evaluation based on a taxonomy of domains and sub-domains. The held-out data is excluded from the training data used for the AI service. Furthermore, the processor determines the distribution of performance metrics for the held-out data using bootstrap validation processing. It also establishes performance guarantees for various settings based on application scenarios.

Career Highlights

Sang Don Han is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to explore and develop advanced methodologies in AI evaluation.

Collaborations

Some of his notable coworkers include Prithviraj Sen and Rajasekar Krishnamurthy. Their collaboration has contributed to the innovative environment at IBM.

Conclusion

Sang Don Han's contributions to the field of artificial intelligence through his patents reflect his expertise and commitment to innovation. His work continues to influence the evaluation of AI services, paving the way for future advancements.