Large language models write elegant prose, but medicine demands grounded reasoning, citations, and empathy. Our medical Q&A assistant adapts open-source LLM checkpoints to a tightly curated clinical corpus so that cardiology follow-ups, dermatology checklists, and general triage questions receive responses that feel both conversational and responsible. What we built Why it was hard Two forces pulled in opposite directions: rich…