An AI-powered resume intelligence platform that

An AI-powered resume intelligence platform that combines NLP, machine learning, semantic embeddings, and generative AI to analyze, score, and optimize resumes — going beyond keyword matching to actually understand what a resume says.

Rezumy parses an uploaded resume (PDF or DOCX), cleans and segments the text with spaCy/NLTK, then generates 768-dimensional semantic embeddings via SentenceTransformers/BERT. Multiple scoring modules (ATS, skills, experience, projects, education) evaluate the resume, cosine similarity matches it against a target job role, and Gemini 2.5 generates personalized, actionable rewrite suggestions — down to specific course recommendations for each skill gap.

A separate module, JobSpy, scrapes live openings from multiple job platforms on demand (cached per search for 3 minutes to avoid rate-limiting the sources), so users can search current listings alongside their resume analysis — all in one place.