Company Filing History:
Years Active: 2020-2022
Title: Milind Ganjoo: Innovator in Machine Learning Technologies
Introduction
Milind Ganjoo is a notable inventor based in San Francisco, California. He has contributed significantly to the field of machine learning with a total of two patents to his name. His work focuses on the development of innovative systems that enhance the performance and efficiency of machine learning applications.
Latest Patents
Ganjoo's latest patent, titled "Aggregate Features for Machine Learning," describes a system that includes a memory store of aggregate definitions. Each definition specifies various parameters, including a key value, an output store, a feature, a half-life value, and an aggregate operation metric. The system incorporates an aggregation engine that generates aggregate feature records from an input source based on the aggregate definitions. These records are stored in the output store, and an aggregate feature record includes a metric for the feature that has decayed over time using the half-life. The system also features a query service that identifies responsive aggregate feature records based on the defined parameters and applies the half-life to deliver records for use in neural networks.
Career Highlights
Milind Ganjoo currently works at Twitter, Inc., where he delves into advancements in machine learning technologies. His innovative contributions have proven to be essential in enhancing data processing capabilities within large-scale applications.
Collaborations
Throughout his career, Ganjoo has collaborated with several talented professionals, including Sean Moon and Arvind Thiagarajan. These partnerships highlight the dynamic collaborative environment at Twitter, where innovative ideas come to fruition through teamwork.
Conclusion
Milind Ganjoo's contributions to machine learning through his patents reflect his commitment to driving innovation in the technology sector. His work not only benefits his company, Twitter, Inc., but also serves as a valuable resource for the wider field of artificial intelligence and machine learning. Ganjoo’s achievements as an inventor underscore the importance of creativity and collaboration in developing cutting-edge technologies.