👉 My research focuses on developing advanced machine learning algorithms to enhance natural language understanding and generation, particularly in the context of multilingual contexts. I explore how these models can better capture nuanced meanings across different languages, improving translation accuracy and contextual relevance. By integrating cross-lingual embeddings and leveraging large-scale multilingual datasets, my work aims to create more robust and versatile AI systems that can seamlessly interact with diverse linguistic inputs, ultimately bridging communication gaps and fostering global collaboration.