This inventor holds 3 USPTO granted patents and 1 published patent application. Top assignees: Florida International University, Audi Ag, Dr. Ing. H.c. F. Porsche Aktiengesellschaft. Active years: 2022-2023.
Company Filing History:
2 out of 604 
1 out of 3,575 
1 out of 4,222 
Years Active: 2022-2023
Title: Samira Pouyanfar: Innovator in Machine Learning and Concrete Technology
Introduction
Samira Pouyanfar is a prominent inventor based in Miami, FL (US). She has made significant contributions to the fields of machine learning and concrete technology. With a total of 3 patents, her work focuses on innovative methods that enhance vehicle guidance systems and quantify concrete surface roughness.
Latest Patents
One of her latest patents is titled "Generating training data using simulated environments and training machine learning models for vehicle guidance." This method involves creating a simulated environment that includes a route for a vehicle and determining various locations for objects within that environment. The process generates images that can be used to train vehicle guidance models, which can be applied to real-world vehicles.
Another notable patent is "Systems and methods for quantifying concrete surface roughness." This invention addresses the bond strength between concrete surfaces by providing a novel system to quantify surface roughness using images from standard cameras or smartphones. The method employs advanced machine learning techniques to categorize images effectively, offering a practical solution for construction and repair applications.
Career Highlights
Samira has worked with reputable organizations such as Florida International University and Volkswagen AG. Her experience in these institutions has allowed her to develop and refine her innovative ideas, contributing to her success as an inventor.
Collaborations
Throughout her career, Samira has collaborated with talented individuals, including Alireza Valikhani and Azadeh Jaberi Jahromi. These partnerships have fostered a creative environment that has led to groundbreaking advancements in her fields of expertise.
Conclusion
Samira Pouyanfar's contributions to machine learning and concrete technology exemplify her innovative spirit and dedication to advancing these fields. Her patents not only showcase her technical skills but also highlight her commitment to solving real-world problems.