ResumeAlign AI

Job seekers submit generic resumes that don't match job descriptions, miss required skills, fail ATS keyword filters, and lack targeted bullet points — resulting in rejection before the interview stage.

An AI system that compares a resume with a job description to extract required skills from the JD, identify missing keywords, generate a match score percentage, suggest targeted bullet rewrites, and provide ATS optimization tips — all aimed at increasing interview conversion through precise resume alignment.

• Upload your resume and paste a job description
• The system extracts skills from the JD and compares to your resume
• Receive a match score, list of missing keywords, and suggested bullet rewrites
• Get ATS optimization tips for the specific job

• Skill extraction from job descriptions
• Semantic similarity matching between resume and JD
• Gap analysis — identifies missing skills and keywords
• Bullet rewriting — produces targeted alternatives
• Structured JSON output — reliable downstream rendering

• LLM: OpenAI / Gemini API / Groq
• Backend: FastAPI
• Frontend: React / Streamlit
• PDF/Text parser
• Vibe coding: Built using Claude