Company Filing History:
Years Active: 2024-2025
Title: Innovations of Omkumar Mahalingam
Introduction
Omkumar Mahalingam is an accomplished inventor based in Santa Clara, California. He has made significant contributions to the field of technology, particularly in the area of bot detection and entity classification through innovative machine learning frameworks. With a total of four patents to his name, Mahalingam continues to push the boundaries of what is possible in the digital landscape.
Latest Patents
Omkumar Mahalingam's latest patents include a two-sided machine learning framework for pointer movement-based bot detection. This invention presents methods and systems for detecting bots by tracking the movement of a pointing device via a graphical user interface (GUI) of an application. The movement data is mapped to functional areas corresponding to various locations within the GUI over consecutive time intervals. A trained machine learning model is then utilized to determine if the movements were produced by a human user.
Another notable patent is related to pointer movement modeling for entity classification. This technique involves tracking a sequence of pointer movements at a user interface and mapping these movements to functional areas. By generating a movement graph, the system can determine whether the entity associated with the pointer movements is an automated computer. This innovation is particularly valuable in preventing fraudulent activities.
Career Highlights
Omkumar Mahalingam is currently employed at PayPal, Inc., where he applies his expertise in machine learning and user interface technology. His work focuses on enhancing security measures and improving user experience through innovative solutions. His contributions have been instrumental in advancing the capabilities of digital payment systems.
Collaborations
Some of Omkumar's notable coworkers include Zhe Chen and Hewen Wang. Their collaborative efforts contribute to the innovative environment at PayPal, fostering advancements in technology and security.
Conclusion
Omkumar Mahalingam is a prominent inventor whose work in machine learning and bot detection is shaping the future of technology. His patents reflect a commitment to innovation and security in digital interactions.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.