Company Filing History:
Years Active: 2025
Title: Suraj Jayakumar: Innovator in Predictive Event Tagging
Introduction
Suraj Jayakumar is an accomplished inventor based in San Jose, CA. He has made significant contributions to the field of predictive analytics through his innovative patent. His work focuses on enhancing user experience by predicting events associated with users.
Latest Patents
Suraj holds a patent titled "System and method for tag-directed deep-learning-based features for predicting events and making determinations." This patent presents methods and systems for tagging user accounts based on the predicted likelihood of events. The process involves determining a set of features for user-associated data and aggregating values over time intervals to create time series data. This data serves as input to a neural network, which predicts the likelihood of an event. The outcomes are then used to determine whether to tag a user account, influencing decisions made regarding the user.
Career Highlights
Suraj is currently employed at PayPal, Inc., where he applies his expertise in deep learning and predictive analytics. His innovative approach has positioned him as a valuable asset in the tech industry.
Collaborations
Suraj collaborates with Chao Cheng, leveraging their combined skills to drive advancements in their projects.
Conclusion
Suraj Jayakumar's contributions to predictive analytics through his patent demonstrate his innovative spirit and commitment to enhancing user experiences. His work at PayPal, Inc. continues to influence the field positively.