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.

BAREC-ST-2026. The Second Shared Task on Sentence-level Readability Assessment (Open Track): An NLP competition on fine-grained Arabic readability classification across 19 levels.

Arabic stance detection system for StanceEval-2026 on Mawqif-v2, combining fine-tuned Arabic encoders, retrieval-augmented few-shot LLMs, LoRA adapters, and a per-class stacking ensemble for seen and unseen target evaluation.

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.