Chinmaya Md

Automated Multilingual Translation Using Neural Machine Translation and Transformer Architecture

Results indicate that combining attention-based Transformer translation with practical deployment features — language detection, explainability, history management, and reporting — can deliver an accurate, scalable, and user-accessible multilingual translation platform.