Timeline

Building reinforcement-learning driven assistance systems for leg-amputee mobility using EMG signals. Working on RL control for prosthetic legs, collecting and processing EMG data.

Placed 2nd under Bionix. Built an EEG-based motion-imagery classifier using OpenBCI. Extracted CSP features, implemented a live 4-class decoding pipeline, and developed real-time visualizations for neurofeedback.