Company Filing History:
Years Active: 2025
Title: Seyed Mohammad Amin Kamali: Innovator in Machine Learning and Query Execution
Introduction
Seyed Mohammad Amin Kamali is a notable inventor based in Orleans, California. He has made significant contributions to the field of machine learning, particularly in the area of query execution plans. With a total of 2 patents, his work focuses on enhancing the efficiency and accuracy of data processing.
Latest Patents
Kamali's latest patents include "Robust query execution plan selection using machine learning with predictive uncertainties." This invention involves techniques for selecting robust query execution plans by training a model to estimate execution times and uncertainties for various plans. The model computes suboptimality risks and selects plans based on a defined selection policy.
Another significant patent is "Learned join cardinality estimation using a join graph representation." This invention provides a method for building a join cardinality estimation model by generating a training query with known cardinality and encoding a join graph. The model predicts join cardinality for queries, enhancing the execution of query plans.
Career Highlights
Seyed Mohammad Amin Kamali is currently employed at International Business Machines Corporation (IBM). His work at IBM involves applying his innovative techniques to improve data processing and machine learning applications. His contributions have been instrumental in advancing the capabilities of query execution in complex data environments.
Collaborations
Kamali has collaborated with notable colleagues, including Vincent Corvinelli and Calisto Paul Zuzarte. These collaborations have fostered a productive environment for innovation and development in their respective fields.
Conclusion
Seyed Mohammad Amin Kamali is a distinguished inventor whose work in machine learning and query execution has made a significant impact. His patents reflect a commitment to advancing technology and improving data processing methodologies.
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.