Ruhi Sharma Mittal

Title: Ruhi Sharma Mittal: Innovator in Data-Centric AI Solutions

Introduction

Ruhi Sharma Mittal is a prominent inventor based in Bengaluru, India. She has made significant contributions to the field of artificial intelligence and data analytics, holding a total of 14 patents. Her work focuses on enhancing the quality and efficiency of data processing in federated learning environments.

Latest Patents

Among her latest patents is a method for automatically detecting outliers in federated data. This innovative approach involves obtaining local outlier-related data from multiple client systems within a federated learning environment. The method processes this data using artificial intelligence models to identify federated learning environment-level outliers. Additionally, she has developed a system for annotating and collecting data-centric AI quality metrics that consider user preferences. This method includes generating pseudo-labeled data from unlabeled entries and prompting users for annotations to ensure the final dataset meets quality standards.

Career Highlights

Ruhi Sharma Mittal is currently employed at International Business Machines Corporation (IBM), where she continues to push the boundaries of technology. Her expertise in data-centric AI has positioned her as a leader in her field, contributing to advancements that benefit various industries.

Collaborations

She collaborates with notable colleagues such as Vijay Ekambaram and Prasenjit Dey, working together to innovate and refine AI solutions.

Conclusion

Ruhi Sharma Mittal's contributions to the field of artificial intelligence and her impressive portfolio of patents highlight her as a key figure in the tech industry. Her work not only advances technology but also sets new standards for data quality and user-centric solutions.