Company Filing History:
Years Active: 2024-2025
Title: **Innovator Zhonghao SHI: Pioneering New Approaches in Data Processing**
Introduction
Zhonghao SHI is a notable inventor based in Los Angeles, CA, with a focus on enhancing data processing methodologies. He has successfully registered a total of two patents that address critical issues in data classification and attribute removal from multi-modal datasets.
Latest Patents
His latest inventions include:
1. **Systems and methods for fairness-aware data distillation for attribute classification**: This groundbreaking method encompasses several steps starting from receiving an original dataset with a sensitive attribute to updating the distilled dataset based on calculated gradients and matching loss. This innovation aims to enhance fairness in classification tasks, ensuring that predictions remain unbiased while processing data.
2. **Systems and methods for removal of attributes from multi-modality and multi-attribute data**: This method focuses on efficiently eliminating uninterested attributes from multi-modality data. The process involves training modality-focused encoders to ensure that while uninterested attributes are removed, relevant attributes are retained, leading to more effective data processing and analysis.
Career Highlights
Zhonghao currently applies his expertise at JPMorgan Chase Bank, N.A., where he integrates his innovative methods into the bank's operations, enhancing its data management strategies. His work has significant implications for the financial sector, particularly in improving the accuracy and fairness of data-driven decisions.
Collaborations
Zhonghao collaborates with his colleague, Shaohan Hu, as they explore new innovations in data processing and machine learning applications, contributing to advancements in their field.
Conclusion
Zhonghao SHI stands out as a leading inventor whose patents address essential challenges in data classification and attribute management. His contributions are poised to influence the future of data processing methodologies, particularly within high-stakes environments like banking and finance.
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.