Design and implement generative AI models using frameworks like PyTorch, TensorFlow, or JAX. Fine-tune and optimize large language models (e.g., GPT, LLaMA, Mistral) for specific business use cases. Develop pipelines for data preprocessing, model training, evaluation, and deployment. Collaborate with cross-functional teams to integrate generative AI into products and services. Stay updated with the latest research in generative AI and apply relevant advancements. Ensure scalability, performance, and ethical use of generative AI systems.