I'm an AI evaluation and implementation specialist with hands-on experience across multiple platforms doing the work that actually shapes how models behave. Rubric-based quality review, structured feedback, and technical QA on complex content spanning science, mathematics, engineering, and economics. Advanced to reviewer and QC sign-off roles, and built a local RAG pipeline from scratch to deepen my technical foundation, open-source websites, and a personal media server for my family, all leveraging AI. 

My background is unusual for this field: 15+ years across business operations, systems design, and content production — which means I bring cross-domain judgment to evaluation work, not just...