Udemy – Build an AI Resume Analyzer with Python & Streamlit

In this hands-on Python AI project course, you will build a complete AI Resume Analyzer and ATS Resume Scanner using Python, Streamlit, PDF parsing, and OpenAI APIs. You will learn how to upload and parse PDF resumes, compare resumes against job descriptions, calculate ATS-style match scores, identify missing keywords, and generate AI-powered resume improvement suggestions.

This course is focused on practical AI engineering rather than simple demo scripts. You will build a real working application while learning how modern AI-powered systems are designed, structured, and improved in real-world projects.

Throughout the course, you will learn how to:

• Structure a production-style Python project using uv
• Build a Streamlit dashboard application
• Extract and clean text from PDF resumes
• Create ATS-style resume scoring systems
• Implement keyword matching logic
• Generate AI-powered resume suggestions using OpenAI APIs
• Design prompts for more reliable AI output
• Improve usability and dashboard UX
• Handle real-world AI engineering limitations
• Extend the project with practical future improvements