I am a Staff AI Scientist working on real world AI systems using RAG, LLMs, and agents. I enjoy helping teams move from early demos to building reliable and scalable AI products that actually work in production. Over time I have worked on solving problems like improving retrieval quality, reducing hallucinations, and designing systems that are both practical and maintainable. If you are building something with LLMs and feeling stuck or want a clearer direction, I can help you think through the problem and find the right approach.