They tripped on international codes. They even matched random numbers inside JavaScript code. I tried other methods. I stripped HTML tags. I tried using spaCy for named entity recognition. It was ...

I combined NLP-based entity extraction with custom regex patterns to handle this, thereby reducing false detections while keeping it accurate across formats. Stack: Python + FastAPI on the backend ...