Company Filing History:
Years Active: 2022-2025
Title: Innovations of Muhammad Bilal Mahmood
Introduction
Muhammad Bilal Mahmood is an accomplished inventor based in San Francisco, CA. He holds a total of 6 patents that showcase his expertise in data systems and machine learning technologies. His innovative contributions have significantly impacted the way data is ingested and processed in real-time applications.
Latest Patents
One of his latest patents is titled "Real time system for ingestion, aggregation, and identity association of data from user actions performed on websites or applications." This patent describes systems and methods for data ingestion in real time. In this embodiment, a server computer receives a message comprising one or more client events from a storage device, which publishes the message in response to storing the client events. The server computer stores these events as raw event strings, which are then parsed into parsed event strings. Identity resolution methods are performed on the parsed event strings, and feature groups are identified to generate aggregation keys for storing aggregated data in one or more aggregation tables.
Another notable patent is focused on "Automated machine learning to generate recommendations for websites or applications." This implementation relates to methods, systems, and computer-readable media for the automated generation and use of a machine learning model to provide recommendations. The method includes receiving a recommendation specification, determining model parameters for a machine learning model, and generating historical user and content feature matrices. The model is trained using supervised learning to generate a ranked list of content items for each user identifier.
Career Highlights
Throughout his career, Muhammad Bilal Mahmood has worked with notable companies such as Amplitude and Apmplitude, Inc. His experience in these organizations has allowed him to refine his skills and contribute to significant advancements in data processing and machine learning.
Collaborations
He has collaborated with talented individuals, including Eric Pollmann and Cynthia Rogers, who have contributed to his innovative projects and research.
Conclusion
Muhammad Bilal Mahmood's work exemplifies the intersection of technology and innovation. His patents reflect a commitment to enhancing data systems and machine learning applications, making him a notable figure in the field of invention.