I specialize in independent RAG retrieval audits, benchmark validation, and regression analysis.
I help AI teams identify retrieval failures, compare pipeline versions, and produce reproducible technical reports.
My public work includes RouteMind and DPOLens audits. In RouteMind, I identified 15 scoring discrepancies independently reproduced by the project's maintainer, leading to benchmark corrections.
I focus on clear evidence, transparent methodology, and actionable recommendations.... Read more