Pratik Prabhanjan Brahma

Title: Innovations of Pratik Prabhanjan Brahma

Introduction

Pratik Prabhanjan Brahma is an accomplished inventor based in San Mateo, California. He has made significant contributions to the field of technology, particularly in the area of sensor data translation and machine learning. With a total of seven patents to his name, Brahma's work is at the forefront of innovation in automotive and device technology.

Latest Patents

Brahma's latest patents include an "Apparatus, system and method for translating sensor label data between sensor domains." This invention focuses on technologies and techniques for converting sensor data used in vehicles or other devices. A machine-learning model is applied to first sensor data, which includes a first operational characteristic capability and first sensor label data. The model is trained to second sensor data, incorporating a second operational characteristic capability. New sensor data is generated that corresponds to the applied machine-learning model, which includes translated first sensor label data. Additionally, a loss function may be applied to the new sensor data to determine its accuracy. In some examples, a multi-dimensional matrix of camera sensor parameters is utilized to transform the first sensor data labels into second sensor data labels.

Another notable patent involves "Detecting objects and determining behaviors of objects." This method includes receiving first input data representing an environment at the input of a first machine learning model. The model determines a set of objects within the environment based on the input data. Furthermore, a second machine learning model determines a set of behaviors for a second set of objects, with its input coupled to intermediate layers of the first model. This process allows for the simultaneous determination of objects and their behaviors.

Career Highlights

Throughout his career, Brahma has worked with prominent companies such as Volkswagen AG and Audi AG. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in automotive technology.

Collaborations

Brahma has collaborated with talented individuals in his field, including Nasim Souly and Nikhil J George. These partnerships have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.

Conclusion

Pratik Prabhanjan Brahma is a notable inventor whose work in sensor data translation and machine learning is shaping the future of technology. His contributions through patents and collaborations highlight his commitment to innovation in the automotive industry.