Pratyay Das

Pratyay Das is making significant strides in machine learning, focusing on robotics. Driven by passion and innovation, they have embarked on an inspiring journey, achieving remarkable results in their project, “Machine Learning Approach for Robot Navigation Using Motor Imagery Signals.” Early on, Pratyay was fascinated by technology and its potential to shape the world. Passionate about machine learning and robotics, they pursued a path to explore and contribute to this field, recognizing its transformative power. Pursued a Computer Science degree, aiming to excel in machine learning and robotics. This foundation laid the groundwork for future endeavors, focusing on data analysis and robotic systems. Pratyay's project, “Machine Learning Approach for Robot Navigation Using Motor Imagery Signals,” uses EEG motor imagery to predict and differentiate human movements, enabling efficient robot navigation. Developed an innovative framework using machine learning to interpret motor imagery signals, combining neuroscience and robotics for intelligent automation and human-robot interaction. Excels in machine learning, robotics, and innovation, showcasing dedication and expertise. Passionate about machine learning and robotics, seeking collaboration and advancements. They drive technological progress with a desire to make a meaningful impact and seek opportunities to collaborate with like-minded individuals. Pratyay is passionate about machine learning and robotics, focusing on robot navigation using motor imagery signals. Their project demonstrates their ability to merge fields and contribute to innovation. With their dedication and passion, they are poised to shape the future of machine learning and robotics.

Publications

Machine Learning Approach for Robot Navigation Using Motor Imagery Signals
Machine Learning Approach for Robot Navigation Using Motor Imagery Signals
Pratyay Das, Amit Kumar Shankar, Ahona Ghosh, Sriparna Saha. © 2024. 32 pages.
Electroencephalography (EEG) signals have been used for different healthcare applications like motor and cognitive rehabilitation. In this study, motor imagery data of different...