Neuro-robotics systems bridge the gap between robotics and neuroscience by developing devices that interface directly with the human brain or nervous system. Applications include brain-computer interface (BCI)-controlled exoskeletons for stroke rehabilitation and robotic systems that adapt to patients’ cognitive and motor recovery needs. These technologies enable personalized therapy for individuals with neurological impairments. Our research integrates expertise in machine learning, robotics, and clinical testing to advance neuro-robotics solutions for healthcare.