GSoC 2025 Project Idea : AI-Assisted Polyglot Code Translator (Using LLMs) #2
Description
AI-Assisted Polyglot Code Translator (Using LLMs)
Overview
This project aims to build an AI-powered tool that automatically converts code between different programming languages supported by MetaCall. Using Large Language Models (LLMs) and Natural Language Processing (NLP), the tool will enable seamless polyglot programming, making it easier to migrate functions between languages like Python, JavaScript, Rust, Go, and C++.
Skills Required : Python ,Machine Learning ,NLP ,LLM, PyTorch, MetaCall API, Data Processing
Expected Size of the Project : Medium to Large
Difficulty Rating : High
Description
This project involves developing a Polyglot Code Translator that can:
Analyze function logic, syntax, and structure in one language
Translate the function into another language while preserving correctness
Handle syntax, semantics, and type conversions automatically
Validate the translated code using MetaCall