Does an 8th-century numerical encoding leave a detectable signature in transformer attention? Classical Arabic vocabulary on a fitted Poincaré disk, with pre-registered nulls and a Hebrew control. Arabic NLP × computational philology × interpretability.

Arabic punctuation restoration project using NLP preprocessing, BiLSTM, CRF, FastText embeddings, and transformer-based token classification.

Bilingual (English + Arabic) fake review detector built with fine-tuned transformer models (DistilBERT + CamelBERT) and deployed as a FastAPI web app.