Amir Jalalirad

Title: Amir Jalalirad: Innovator in Biometric Authentication and Machine Learning

Introduction

Amir Jalalirad is a prominent inventor based in Eindhoven, Netherlands. He has made significant contributions to the fields of biometric authentication and machine learning, holding a total of 2 patents. His innovative work focuses on enhancing security measures in technology through advanced methodologies.

Latest Patents

One of Amir's latest patents is titled "Adaptive personalization for anti-spoofing protection in biometric authentication systems." This patent outlines techniques and apparatus for biometric authentication that utilize an anti-spoofing protection model refined with online data. The method involves receiving a biometric data input for a user, extracting features through a machine learning model, and determining the authenticity of the input. The second machine learning model is adjusted based on a finetuning data set that includes labeled features.

Another notable patent is "Asynchronous parameter aggregation for machine learning." This patent describes systems and methods for training a machine learning model across numerous devices, each acquiring local training data without sharing datasets. The devices train the model on their respective data and communicate a parameter vector to a parameter server, which updates a master parameter vector and transmits it back to the devices.

Career Highlights

Amir has worked with several notable companies, including Here Global B.V. and Qualcomm Incorporated. His experience in these organizations has allowed him to develop and refine his innovative ideas in technology and machine learning.

Collaborations

Amir has collaborated with talented individuals such as Michael Kopp and Moritz Neun. These collaborations have contributed to the advancement of his projects and the successful development of his patents.

Conclusion

Amir Jalalirad is a distinguished inventor whose work in biometric authentication and machine learning has the potential to significantly impact technology security. His patents reflect a commitment to innovation and excellence in his field.