I Built an AI Tool That Tells You Why Your Resume Gets Rejected #python #agenticai #groq

ChethanAIChronicles ยท Intermediate ยท๐Ÿค– AI Agents & Automation ยท2h ago
๐Ÿ“ฆ GitHub Link- https://github.com/chethannj/ai-resume-agent.git In this video, I build a complete AI Resume Optimizer from scratch using Python, Groq, FastAPI, and Streamlit โ€” no frontend frameworks needed. The app uploads your resume PDF, scores it against any job description using ATS keyword matching, and uses Groq to rewrite your bullet points and suggest improvements. You can even download the optimized resume as a PDF. โšก What we build: โ†’ PDF text extraction with pdfminer โ†’ ATS keyword scoring with TF-IDF + cosine similarity โ†’ Groq integration for bullet rewrites & summary generation โ†’ FastAPI REST backend โ†’ Streamlit UI (no React needed) โ†’ PDF export with ReportLab ๐Ÿ› ๏ธ Tech Stack: Python ยท Groq ยท FastAPI ยท Streamlit ยท pdfminer ยท scikit-learn ยท ReportLab โฑ๏ธ Timestamps: 0:00 - Demo of the finished app 2:00 - Project setup & folder structure 5:00 - PDF parsing with pdfminer 10:00 - ATS keyword scoring engine 16:00 - GPT-4o integration 22:00 - FastAPI backend 26:00 - Streamlit UI 30:00 - PDF export & download 34:00 - Deploy for free #Python #AIProjects #GPT4 #MachineLearning #FastAPI #Streamlit #ResumeOptimizer
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Chapters (9)

Demo of the finished app
2:00 Project setup & folder structure
5:00 PDF parsing with pdfminer
10:00 ATS keyword scoring engine
16:00 GPT-4o integration
22:00 FastAPI backend
26:00 Streamlit UI
30:00 PDF export & download
34:00 Deploy for free
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