Company Filing History:
Years Active: 2020
Title: Parijat Mazumdar: Innovator in Feature Hashing Techniques
Introduction
Parijat Mazumdar, based in Champaign, IL, is a notable inventor recognized for his contributions in the field of machine learning and database systems. With one patent to his name, he has demonstrated significant expertise in developing innovative solutions for efficient data handling and memory usage.
Latest Patents
His patent, titled "Multiple feature hash map to enable feature selection and efficient memory usage," revolves around advanced feature hashing techniques. The disclosed embodiments allow a processing device within a database system to identify a set of machine learning features and generate a first and a second hash map of these features. This innovation facilitates the generation of a memory compact model for online machine learning systems, optimizing performance and resource utilization.
Career Highlights
Parijat currently holds a position at Salesforce.com, Inc., where he applies his technical acumen to further enhance the company's data processing capabilities. His work focuses on streamlining machine learning processes, which are essential for developing scalable and efficient applications.
Collaborations
In his role at Salesforce, Parijat collaborates with talented individuals like Pingping Xiu and Scott Douglas White. Working alongside such colleagues enables the exchange of diverse ideas, fostering an environment ripe for innovation and development.
Conclusion
Parijat Mazumdar's contributions to the field of machine learning through his patent on feature hashing are a testament to his innovative spirit and commitment to advancing technology. His work at Salesforce.com, Inc. continues to impact the efficiency of data systems, positioning him as a valuable asset in the technology landscape.