Company Filing History:
Years Active: 2020-2024
Title: Suranjana Samanta: Innovator in Machine Learning and Collaboration Platforms
Introduction
Suranjana Samanta is a prominent inventor based in Bengaluru, India. She has made significant contributions to the fields of machine learning and collaborative technologies. With a total of 5 patents, her work focuses on innovative methods and systems that enhance technical problem-solving and human interaction through technology.
Latest Patents
One of her latest patents involves mining multi-party collaboration platforms to create triaging trees and playbooks. This invention provides a computer-implemented method that includes obtaining conversations related to technical issues from a multi-user platform. By analyzing these conversations, she generates triaging trees that store information on diagnosing and resolving issues. Additionally, she derives playbooks for effective problem resolution by combining multiple triaging trees.
Another notable patent focuses on generating concept images of human poses using machine learning models. This method identifies events from input data by applying a machine learning recognition model. It detects multiple entities and determines their behavioral relationships. The process culminates in generating images that illustrate human poses related to identified events, which are then outputted to users for further interaction.
Career Highlights
Suranjana is currently employed at International Business Machines Corporation (IBM), where she continues to innovate and develop cutting-edge technologies. Her work at IBM has positioned her as a key player in the advancement of machine learning applications and collaborative systems.
Collaborations
Throughout her career, Suranjana has collaborated with talented individuals such as Karthik Sankaranarayanan and Samarth Bharadwaj. These collaborations have further enriched her work and contributed to the success of her innovative projects.
Conclusion
Suranjana Samanta is a trailblazer in the realm of technology, particularly in machine learning and collaborative platforms. Her patents reflect her commitment to solving complex technical challenges and enhancing user experiences through innovative solutions.
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.