Offline Arabic name transliteration & fuzzy similarity. No LLM, no API calls, names never leave your infrastructure. Ships a 38 MB pruned XGBoost model + 22K EN↔AR dictionary. 98.4 lenient accuracy on MENA benchmark. Built for KYC, compliance, entity resolution, Arabic NLP preprocessing.