Company Filing History:
Years Active: 2020-2025
Title: Avinash Thekkumpat: Innovator in Financial Data Analysis
Introduction
Avinash Thekkumpat is a prominent inventor based in Mountain View, CA (US). He has made significant contributions to the field of financial data analysis, holding a total of 5 patents. His work focuses on utilizing machine learning techniques to enhance data management systems.
Latest Patents
One of Avinash's latest patents is titled "Anomaly detection and clustering in financial data channel migration." This method and system determine whether a new data acquisition process is effective for individual financial accounts within a data management system. The process involves training an analysis model using machine learning, which then analyzes financial data from both old and new acquisition processes to assess functionality.
Another notable patent is "Using machine learning to identify hidden software issues." This method preprocesses natural language text by cleaning and vectorizing it. A first machine learning model extracts negative reviews, while a second model categorizes these reviews. The method also identifies software applications mentioned in the reviews and adjusts them based on the feedback received.
Career Highlights
Avinash Thekkumpat is currently employed at Intuit, Inc., where he continues to innovate in the realm of financial technology. His expertise in machine learning and data analysis has positioned him as a valuable asset to the company.
Collaborations
Throughout his career, Avinash has collaborated with talented individuals such as Prateek Vasant Kakirwar and Jeffrey Chen. These collaborations have further enriched his work and contributed to the development of innovative solutions in financial data management.
Conclusion
Avinash Thekkumpat is a distinguished inventor whose work in financial data analysis and machine learning has led to significant advancements in the field. His contributions continue to shape the future of data management systems.