super-complete
Sahil SenjaliyaBuild a complete AI-powered Resume Analyzer web application. Requirements: 1. Frontend: - Use React.js and Tailwind CSS. - Create a modern, responsive dashboard. - Add login and registration pages. - Allow users to upload PDF resumes. - Show ATS score, skills found, missing skills, experience, education, and improvement suggestions. - Add a dashboard with charts and score cards. 2. Backend: - Use Python FastAPI. - Create REST APIs for authentication, resume upload, resume analysis, and report generation. - Use proper error handling and validation. - Add API documentation. 3. AI/ML: - Extract text from uploaded PDF resumes. - Extract skills, education, experience, and keywords. - Compare the resume against a given job description. - Calculate an ATS-style matching score. - Generate personalized improvement suggestions. - Explain why the resume received the score. 4. Database: - Use PostgreSQL. - Store users, resumes, job descriptions, analysis results, and scores. - Design proper database relationships. 5. AI architecture: - Design the system using multiple specialized agents where appropriate: - Resume Parser Agent - Skill Extraction Agent - Job Matching Agent - Resume Evaluation Agent - Recommendation Agent - Explain how these agents communicate with each other. 6. Security: - Use JWT authentication. - Hash passwords securely. - Validate uploaded files. - Prevent unauthorized access to another user's resume. 7. Testing: - Create unit tests for important backend APIs. - Create tests for the resume-analysis workflow. - Include edge cases such as empty resumes, invalid PDFs, and missing job descriptions. 8. DevOps: - Create Dockerfiles for frontend and backend. - Create docker-compose configuration. - Provide environment variable configuration. - Explain how the application can be deployed to production. 9. Documentation: - Create a README. - Explain the architecture. - Explain API endpoints. - Explain database schema. - Explain AI-agent workflow. - Provide setup and run instructions. Important: Do not just give me code snippets. First create a complete project plan and architecture. Then implement the project step by step. Keep the project structure clean and production-oriented. After implementation, test the application and identify any issues that need fixing.
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Give your resume the AI-powered edge it deserves
Upload your resume and instantly see your ATS score, matched skills, missing keywords, and clear suggestions to help you stand out to employers.
Why your resume matters
Get an instant ATS-style score that shows exactly how your resume stacks up against a real job description before a recruiter ever sees it.
See your matched skills and missing skills side by side, so you know precisely what to add before you hit submit.
Receive personalized suggestions and a plain-language explanation of your score, written to help you improve with confidence, not confusion.
Concrete proof your resume is working
ATS match score
See exactly how your resume scores against applicant tracking systems, with a clear breakdown of what helped and what hurt.
Skill gap analysis
We surface the skills already working in your favor and flag the ones a job description expects but your resume is missing.
Personalized suggestions
Get plain-language, line-by-line recommendations for tightening experience, education, and phrasing so it reads stronger.
Shareable analysis reports
Turn every analysis into a saved report you can revisit, compare across job descriptions, or hand off for a second opinion.
Give your resume the AI-powered edge it deserves
Upload your resume and instantly see your ATS score, matched skills, missing keywords, and clear suggestions to help you stand out to employers.
Why your resume matters
Get an instant ATS-style score that shows exactly how your resume stacks up against a real job description before a recruiter ever sees it.
See your matched skills and missing skills side by side, so you know precisely what to add before you hit submit.
Receive personalized suggestions and a plain-language explanation of your score, written to help you improve with confidence, not confusion.
Concrete proof your resume is working
ATS match score
See exactly how your resume scores against applicant tracking systems, with a clear breakdown of what helped and what hurt.
Skill gap analysis
We surface the skills already working in your favor and flag the ones a job description expects but your resume is missing.
Personalized suggestions
Get plain-language, line-by-line recommendations for tightening experience, education, and phrasing so it reads stronger.
Shareable analysis reports
Turn every analysis into a saved report you can revisit, compare across job descriptions, or hand off for a second opinion.
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