Arshiya Aggarwal

Title: Arshiya Aggarwal: Innovator in Machine Learning and Digital Imaging

Introduction: Arshiya Aggarwal is a prominent inventor based in New Delhi, India. She has made significant contributions to the field of machine learning, particularly in the area of digital image differentiation. With a total of three patents to her name, Arshiya is recognized for her innovative approaches to enhancing image processing techniques.

Latest Patents: One of Arshiya's latest patents involves machine learning techniques for differentiability scoring of digital images. This invention describes an image differentiation system that receives input feature vectors for multiple input images and reference feature vectors for multiple reference images. The system utilizes a differentiability scoring module to determine a score for each input image based on the distance between the input and reference feature vectors. The distance is adjusted by a weighting factor based on interaction metrics associated with the reference images. This innovative approach allows for the identification of differentiated images and includes an image modification module that enhances the differentiability score of the input image.

Career Highlights: Arshiya currently works at Adobe Inc., where she applies her expertise in machine learning and image processing. Her work at Adobe has allowed her to collaborate on various projects that push the boundaries of digital imaging technology.

Collaborations: Throughout her career, Arshiya has collaborated with talented individuals such as Sachin Soni and Ryan Rozich. These collaborations have foster