Multilingual Knowledge Alignment using LLMs and Knowledge Graphs

Horizon Europe — multilingual reasoning pipeline integrating transformer-based LLMs with domain-specific knowledge graphs to detect semantic drift across languages.

Developed a multilingual reasoning pipeline integrating transformer-based LLMs with domain-specific knowledge graphs to detect semantic drift across languages and improve contextual consistency in machine translation systems. Implemented using PyTorch, Hugging Face Transformers, and Neo4j.