Make Your Own AI Resume Analyzer/Critiquer Using Python and GEN AI
Автор: Kaiso Gaming and Tech
Загружено: 2026-01-11
Просмотров: 29
Most resumes never reach a human recruiter because they get filtered by ATS (Applicant Tracking Systems).
In this video, I show you step-by-step how to build a professional-grade AI Resume Critiquer & Analyzer using Python, Streamlit, and GenAI.
This AI tool can:
🔍 Critique a resume without any job description
🎯 Analyze a resume against a specific job description
📊 Score resumes out of 100 using explainable logic
❌ Detect missing ATS keywords & critical requirements
🚀 Give resume-ready, actionable improvement suggestions
🧠 What You’ll Learn in This Video
How ATS systems evaluate resumes
How to extract text from PDF resumes using Python
How to design production-grade system prompts
How to build explainable AI scoring logic
How to create a clean Streamlit UI for AI apps
How to switch AI behavior using prompt engineering
🛠 Tech Stack Used
Python 🐍
Streamlit (Frontend)
Groq API (LLM inference)
PyPDF2 (PDF text extraction)
SYSTEM PROMPT: https://drive.google.com/file/d/1izJS...
ICON: https://www.flaticon.com/free-icons/a...
Music: TheFatRat - Xenogenesis
Watch the official music video: • TheFatRat - Xenogenesis (Outro Song)
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