You have hands-on experience working with large language models and generative AI, either through work or substantial side projects. You understand the technical capabilities and limitations of frontier models, and you know how to translate complex AI capabilities into intuitive user experiences. You're not just theoretical - you love getting your hands dirty with prompt engineering, fine-tuning, and model evaluation.