Agentic Translate Review Revise for English Hindi and Tamil

Can a translate, review and revise team of agents on a laptop beat one call of a small model for English to Hindi and Tamil? This project builds the loop with Google ADK on local Ollama (laptop with RTX 2050 4 GB (Ryzen 7, 8 GB RAM)): a translator with dictionary hints, a reviewer with rule checks on script, leftover English, length and repetition, and a reviser whose work is kept only if the checks improve. It is compared with MUSE word-by-word translation, a single call, the same agent without the glossary, and a tool-calling agent on another model.

NOTE: Machine translation is a DRAFT for human post-editing. Small local model on a laptop; scores are string overlap with one reference, not judged meaning, and nobody who reads Hindi or Tamil checked this output. Text stays on this computer. Do not use it unchecked for legal, medical or official text.

Category: Department of Computer Science and Engineering / Agent Development

Agent Development Project AG24 from ProTechSC Academy, with graphical abstract, video demonstration and project guidance.