Company Filing History:
Years Active: 2025
Title: Shih-Ting Lin: Innovator in Database Normalization
Introduction
Shih-Ting Lin is a notable inventor based in Santa Clara, California. She has made significant contributions to the field of computer systems, particularly in the area of database normalization. Her innovative approach utilizes advanced technologies to enhance the efficiency of online systems.
Latest Patents
Shih-Ting Lin holds a patent for her invention titled "Using unsupervised clustering and language model to normalize attribute tuples of items in a database." This patent describes a computer system that employs clustering and a large language model (LLM) to normalize attribute tuples for items stored in an online database. The system collects attribute tuples, each consisting of an attribute type and an attribute value for an item. Initially, it clusters these tuples into a first plurality of clusters. The system then generates prompts for input into the LLM, which includes subsets of attribute tuples grouped into respective clusters. Based on these prompts, the LLM generates a second plurality of clusters, each containing attribute tuples with common attribute types and values. Ultimately, the system maps each attribute tuple to a normalized attribute tuple and rewrites the database accordingly.
Career Highlights
Shih-Ting Lin is currently employed at Maplebear Inc., where she continues to apply her expertise in database systems. Her work focuses on improving the normalization processes within online systems, making them more efficient and user-friendly.
Collaborations
Some of her coworkers include Prithvishankar Srinivasan and Saurav Manchanda, who contribute to the innovative environment at Maplebear Inc. Their collaborative efforts enhance the development of cutting-edge technologies in the field.
Conclusion
Shih-Ting Lin's contributions to database normalization through her innovative patent demonstrate her significant impact on the field of computer systems. Her work at Maplebear Inc. continues to push the boundaries of technology and improve online systems.
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