Smart Resume
Analyzer
A free AI-powered resume analysis platform built and launched by Loop Origin — helping job seekers pass ATS screening with multi-tool analysis, dual-provider AI fallback, and OCR support for any resume format.
Free AI-powered resume analysis, built end-to-end by Loop Origin
Smart Resume Analyzer is an in-house SaaS product built to help job seekers pass ATS (Applicant Tracking System) screening. It accepts resumes in PDF, JPG, or PNG format — including scanned documents — via an OCR pipeline, then passes the extracted text through a dual-provider AI layer for structured analysis.
The platform runs on Nuxt 3 in static site generation mode, deployed on Vercel's global CDN. All AI processing and OCR calls happen in Nuxt server API routes deployed as Vercel serverless functions. The AI layer uses Cohere as primary with a 10-model HuggingFace fallback pool — ensuring consistent response times even during provider outages.
What Smart Resume Analyzer does
AI Resume Analyzer
Upload a resume (PDF, JPG, or PNG). OCR extracts the text, then AI produces a structured breakdown: skills detected, experience summary, strengths, weaknesses, and improvement recommendations.
ATS Checker
Paste a job description alongside the resume and get a keyword match score, missing keyword list, and formatting compatibility report — showing exactly what the ATS will see.
Job Description Keyword Finder
Extract all required and preferred keywords from any job description, ranked by frequency and importance. No resume required — useful for pre-application keyword research.
Skill Gap Analyzer
Compare the skills on a resume against the requirements of a target role and get a clear gap analysis: what is present, what is missing, and what to add to close the gap.
Role-Specific Resume Checkers
10 dedicated checker pages for specific roles — Software Engineer, Nurse, Teacher, Data Scientist, Marketing Manager, and more — each with role-tailored keyword groups.
Resume Grader
A standalone quality score for any resume — no job description needed. Evaluates structure, formatting, completeness, and keyword density and returns an A–F grade with specific improvements.
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