Current Focus
Current working projects:
- A Brain Computer Interface System to Control Wheelchair for Severe Mobility Impaired Persons
Developing an assistive BCI pipeline for real-time intent decoding and safe wheelchair navigation, focused on reliability, low-latency response, and practical deployment in mobility-support scenarios. - Structured RAG with Graph Databases
Building retrieval-augmented generation workflows that combine structured knowledge graphs with semantic retrieval to improve factual grounding, multi-hop reasoning, and answer traceability. - BCI-Based Emotion Detection with Graph Neural Networks
Designing graph-based deep learning models to capture spatial and temporal dependencies in brain-signal data for robust emotion-state recognition and interpretable affective computing.