Zairah Mustahsan

Title: Zairah Mustahsan: Innovator in Machine Learning Fairness

Introduction

Zairah Mustahsan is an accomplished inventor based in White Plains, NY (US). She has made significant contributions to the field of machine learning, particularly in enhancing fairness in transfer learning. Her innovative approach addresses critical issues related to missing protected attributes in source or target domains.

Latest Patents

Zairah holds a patent titled "Enhancing fairness in transfer learning for machine learning models with missing protected attributes in source or target domains." This patent describes a method of utilizing a computing device to correct source data used in machine learning. The process involves receiving first data and applying a covariate shift to the source data based on this first data, effectively re-weighting the source data to improve fairness in machine learning applications.

Career Highlights

Zairah is currently employed at International Business Machines Corporation, commonly known as IBM. Her work at IBM has allowed her to explore and develop innovative solutions in the realm of artificial intelligence and machine learning. She has demonstrated a strong commitment to advancing technology while ensuring ethical considerations are met.

Collaborations

Zairah collaborates with talented individuals such as Karthikeyan Natesan Ramamurthy and Amanda Coston. These partnerships enhance her research and development efforts, fostering a collaborative environment that drives innovation.

Conclusion

Zairah Mustahsan is a pioneering inventor whose work in machine learning fairness is making a significant impact. Her dedication to ethical technology and innovative solutions positions her as a key figure in the field.