This system utilizes Optical Character Recognition (OCR) extracts text, while computer vision techniques map document layout. Then, SIFT (Scale-Invariant Feature Transform) cleverly matches documents to pre-defined templates, even with variations. This intelligent matching helps identify potential fraud for further investigation.

AI Resume Matcher is an intelligent, local-first resume screening system powered by the Mistral 7B Instruct LLM. It takes a job description and multiple PDF resumes, compares each candidate’s experience, skills, and background, and generates a match percentage with a detailed reasoning report — all saved as Word documents.