We'll be sharing our findings and illuminating the promising intersection of Generative AI, coupled with domain-specific expertise for developing innovative products. Our discussion will centre around our solution for a large-scale data processing pipeline and experiments where we explore the impact of a variety of prompt engineering techniques on the outcomes of LLM models. By dissecting these elements, we aim to uncover valuable insights with regards to the application of GenAI on research and heath data.