Location History:
- San Francisco, CA (US) (2015 - 2022)
- Palo Alto, CA (US) (2020 - 2022)
Company Filing History:
Years Active: 2015-2022
Title: **Innovations and Contributions of Inventor Parag Agrawal**
Introduction
Parag Agrawal is a distinguished inventor based in San Francisco, CA, renowned for his contributions to technology and machine learning. With a notable portfolio of 14 patents, Agrawal has made significant advancements that have influenced the way data and messaging systems operate in the digital age.
Latest Patents
Among his latest innovations is the patent for "Aggregate features for machine learning." This invention presents a system that includes a memory store of aggregate definitions, specifying key values, output stores, features, half-life values, and aggregate operation metrics. By utilizing an aggregation engine, the system generates aggregate feature records that efficiently process input sources based on these aggregate definitions, ultimately facilitating the application of these metrics in neural network models.
Another significant patent is "Overspend control in a messaging platform." This technology enhances real-time messaging services by controlling an auction process for inserting advertiser messages into user message streams. The selection of messages is determined through a sophisticated evaluation process that considers bids, requested message streams, and various other factors, ensuring advertisers achieve optimal exposure while managing costs.
Career Highlights
Parag Agrawal has made his mark as a key figure at Twitter, Inc., where he applies his expertise in machine learning and software development to drive innovation. His technical leadership has contributed to numerous advancements that enhance user engagement and data processing capabilities within the platform.
Collaborations
Throughout his career, Agrawal has collaborated with talented individuals such as Utkarsh Srivastava and Qicheng Ma. These partnerships have fostered a creative environment that promotes significant technological breakthroughs and innovative solutions in the realm of digital communications and data management.
Conclusion
In summary, Parag Agrawal's contributions to technology through his numerous patents reflect a commitment to innovation and excellence. His work not only advances machine learning and messaging platforms but also showcases the vital role inventors play in shaping the future of technology. As he continues to develop pioneering solutions, Agrawal serves as an inspiration to aspiring inventors and engineers around the globe.