Malaysia, a multicultural nation with abundant languages spoken, often faces the difficulty of communication. Nevertheless, efficient translation services have emerged as vital tools for connecting the language gap and fostering effective interaction. These tools play a pivotal role in various sectors, including commerce, education, healthcare, and