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Full-stack analytics platform for the Russian Aerobic Gymnastics Federation. Detects judging bias and scoring accuracy via score-dependent thresholds and per-region bias coefficients. Built end-to-end in 3 days at the HACKANET hackathon (xakanet.ru). Next.js 16 + FastAPI + PostgreSQL.