Company Filing History:
Years Active: 2023-2025
Title: Abhishek Kumar Shrivastava: Innovator in Machine Learning
Introduction
Abhishek Kumar Shrivastava is a notable inventor based in McKinney, TX (US). He has made significant contributions to the field of machine learning, particularly in detecting model bias and optimizing resource allocation in multi-dimensional environments. With a total of 2 patents, his work is paving the way for advancements in artificial intelligence.
Latest Patents
One of his latest patents is titled "Detecting category-specific bias using overfitted machine learning models." This patent describes methods and systems for detecting model bias by comparing predictions for specific categories of data. The system can identify category-specific model bias and present alternative predictions through overfitted and alternative machine learning models. Another significant patent is "Resource allocation optimization for multi-dimensional machine learning environments." This invention involves obtaining data from a feed for multiple machine learning models and detecting changepoints in the data. Upon detecting a changepoint, a machine learning model is executed to generate output datasets, and a performance score is computed to determine the execution of additional models based on specific conditions.
Career Highlights
Abhishek currently works at Capital One Services, LLC, where he applies his expertise in machine learning to enhance the company's technological capabilities. His innovative approaches have contributed to the development of more efficient and effective machine learning systems.
Collaborations
Abhishek has collaborated with talented coworkers, including Xinyu Chen and Boryana Manz, to further advance their projects and share insights in the field of machine learning.
Conclusion
Abhishek Kumar Shrivastava is a prominent figure in the realm of machine learning, with a focus on bias detection and resource optimization. His patents reflect his commitment to innovation and the advancement of technology in this critical field.