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Developed transformer-based fraud detection using BERT, DistilBERT, FLAN‑T5, and BART to classify multiple scam types with explainable outputs. Optimized models for fast, resource‑efficient inference and built production‑ready pipelines with integrated reasoning and scalable deployment. Sources