I am an innovative AI researcher focused on enhancing the accuracy and reliability of code generation in large language models. My work is dedicated to addressing the limitations of current Large Language Models (LLMs) in generating precise, efficient machine learning code. Using AutoML tools, I automate model optimisation and error correction, aiming for seamless code generation processes. I am also committed to embedding ethical AI frameworks, ensuring that advancements in NLP and code generation align with transparency, fairness, and safety in AI deployment.