Company Filing History:
Years Active: 2025
Title: Innovations by Parmoon Sarmadi in Machine Learning and Healthcare
Introduction
Parmood Sarmadi is an innovative inventor based in San Francisco, CA. She has made significant contributions to the field of machine learning, particularly in applications that intersect with healthcare. Her work focuses on creating systems that enhance the understanding of user behavior in a unique context.
Latest Patents
Parmood Sarmadi holds a patent for a "System, method and apparatus for forming machine learning sessions." This invention relates to a system that enables an AI to identify, track, and diagnose users during their bathroom sessions. The technology captures images of excreta and utilizes machine learning algorithms to classify these sessions using Digital Biomarkers (DBMs). This capability allows for the creation of an excreta log, which can provide detailed information to healthcare providers, potentially revolutionizing healthcare by indicating when further screening is necessary.
Career Highlights
Sarmadi is currently employed at Toi Labs, Inc., where she continues to develop innovative solutions that bridge technology and healthcare. Her work is pivotal in enhancing the understanding of health-related behaviors without requiring changes in user behavior.
Collaborations
Throughout her career, Parmoon has collaborated with notable colleagues, including Vikram Kashyap and Dan Cheung. These partnerships have contributed to the advancement of her projects and the overall mission of her company.
Conclusion
Parmood Sarmadi's contributions to machine learning and healthcare exemplify the potential of technology to improve health outcomes. Her innovative patent and ongoing work at Toi Labs, Inc. highlight the importance of integrating AI into everyday health monitoring.