Company Filing History:
Years Active: 2020-2025
Title: Sunny Dasgupta: Innovator in Machine Learning Technologies
Introduction
Sunny Dasgupta is a prominent inventor based in Redmond, WA (US). He has made significant contributions to the field of machine learning, holding a total of 8 patents. His work focuses on enhancing user interfaces and improving model performance in artificial intelligence systems.
Latest Patents
One of Sunny's latest patents is titled "User interface for visual diagnosis of image misclassification by machine learning." This patent discloses computer systems and associated methods that implement a model development environment (MDE). The MDE allows a team of users to perform iterative model experiments to develop machine learning (ML) media models. It features a media data management interface for annotating and managing training data, a model experimentation interface for configuring and running model experiments, and a model diagnosis interface that displays performance metrics. This innovative approach enables users to visually inspect media samples and determine corrective actions to improve model performance in future iterations.
Another notable patent is the "Artificial intelligence system providing interactive model interpretation and enhancement tools." This patent describes an interactive interpretation session for a machine learning model. During the session, factors contributing to prediction decisions are provided, along with candidate model enhancement actions. Based on user input, enhancement actions are implemented to create an improved version of the model, which is then stored for future use.
Career Highlights
Sunny Dasgupta is currently employed at Amazon Technologies, Inc., where he continues to push the boundaries of machine learning technology. His innovative work has garnered attention and respect within the industry.
Collaborations
Sunny collaborates with talented individuals such as Sri Kaushik Pavani and Shriram Venkataramana, contributing to a dynamic and innovative work environment.
Conclusion
Sunny Dasgupta's contributions to machine learning and artificial intelligence are noteworthy, and his patents reflect his commitment to advancing technology in meaningful ways. His work at Amazon Technologies, Inc. continues to influence the field and inspire future innovations.