Company Filing History:
Years Active: 2021
Title: The Innovative Mind of Sai Xiao: Advancements in LSH Mapping
Introduction
Sai Xiao is a dedicated inventor based in Los Altos, California, known for his contributions in the field of computer science and data processing. With one patent to his name, he has made significant strides in enhancing the efficiency of nearest-neighbor search methodologies through innovative approaches in Locality-Sensitive Hashing (LSH).
Latest Patents
Sai Xiao's patent, titled "Balanced Distribution of Items in LSH Mapping," presents systems and methods that allow for efficient and effective computation of LSH hashing functions applicable in various environments. The technology focuses on maintaining a corpus of items, with each item mapped to one of multiple LSH partitions. Upon receiving an input item, the system projects it into an orthoplex within a multi-dimensional space. It then determines the nearest vertex of the orthoplex to provide a balanced distribution and aggregates the relevant LSH partitions associated with the nearest vertex to define the input item's LSH partition.
Career Highlights
Sai Xiao works at Pinterest, Inc., where he brings his expertise to the technology industry, leveraging his innovative patent in practical applications. His work is integral to enhancing user experience on the platform through improved data retrieval methods.
Collaborations
At Pinterest, Sai collaborates with talented professionals, including his coworker Vitaliy Kulikov. Together, they contribute to advancing technologies that support efficient data management and processing, vital for large-scale platforms.
Conclusion
Sai Xiao's dedication to innovation in the realm of hashing functions and data distribution showcases the impact individual inventors can have within technology companies like Pinterest, Inc. His patent not only highlights his ingenuity but also sets a precedent for future research and developments in the field of computer science. The evolution of data processing and item retrieval continues to benefit from such inventive minds.