Originality Engine

The Originality Engine is an NLP-powered research analytics system that processes and evaluates arXiv research abstracts at scale. Built using transformer-based sentence embeddings, FAISS similarity search, and a modular ETL pipeline, it enables efficient semantic indexing, retrieval, and originality scoring of academic papers through data-driven similarity analysis.