People suffering from severe motor disabilities, such as Amyotrophic Lateral Sclerosis (ALS) and Primary Lateral Sclerosis (PLS), face inability to execute many voluntary actions. The project aims to develop a seamless interface for wheelchair navigation for individuals with severe motor disabilities using an EEG-based Brain-Computer Interface (BCI), enabling users to perform daily tasks independently.