Malaysia, a diverse nation with numerous languages spoken, often faces the difficulty of communication. However, accurate translation services have emerged as essential tools for facilitating the language gap and promoting effective interaction. These platforms play a significant role in diverse sectors, including commerce, education, healthcare, a