Company Filing History:
Years Active: 2021-2025
Title: Innovations and Contributions of Linsong Chu
Introduction
Linsong Chu, based in White Plains, NY, is an accomplished inventor with a notable record of 12 patents. As a key member of the International Business Machines Corporation (IBM), he specializes in innovative methodologies that enhance data processing and analysis.
Latest Patents
Among his latest contributions, Linsong has developed critical technologies such as "Annotating Customer Data." This patent focuses on tagging customer information, utilizing techniques like summarizing touchpoints into k-hot encoding feature vectors and mapping these vectors onto an embedding layer. It also delves into predicting hierarchical data sequences and extracting the most impactful feature vectors, ultimately outputting the relevant touchpoints associated with these vectors.
Another significant patent is "Hierarchical Data Skipping Using Data Sketches," which outlines a method for efficient data retrieval within hierarchical computing systems. It involves the determination of leaf node data sketches that summarize the attributes of data at various nodes. The method allows aggregating these sketches at intermediate nodes to streamline data searching processes, ultimately optimizing query responses within the system.
Career Highlights
Linsong Chu's career at IBM has been marked by his innovative approach to solving complex data management challenges. His expertise in developing algorithms and methodologies continues to influence the company's technological advancements.
Collaborations
Throughout his career, Linsong has collaborated with esteemed colleagues, including Raghu Kiran Ganti and Mudhakar Srivatsa. These collaborative efforts have contributed to the refinement of their respective technologies and have fostered a culture of innovation within their teams.
Conclusion
Linsong Chu's contributions to the field of data management through his patents reflect his dedication to innovation. His work at IBM not only showcases his technical abilities but also serves to inspire future advancements in technology and data processing.
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.