Live Masterclass • Instructor-Led
Build an AI Resume Analyser & Scoring System | Capstone Project
Category: Capstone Projects
Subcategory: Artificial Intelligence (AI)
Sessions
1
Resources
0
Starts
Dec 05, 2026
Ends
Dec 05, 2026
Total Hours
2 hr
This Masterclass Includes
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Lifetime Access
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Certificate
Earn an official certificate once you complete the masterclass.
About this Masterclass
Build an AI-powered Resume Matcher and ATS Scoring Application that analyzes how well a resume aligns with a job description. In this hands-on capstone project, you'll develop a full-stack application that simulates an Applicant Tracking System (ATS) and provides actionable insights to help users improve their resumes.
Implement PDF resume uploads, job description analysis, ATS scores, resume match percentages, matched and missing keywords, personalized improvement suggestions, and real-time job listings. Using Python, FastAPI, JavaScript, Tailwind CSS, and AI integration, you'll turn a practical HRTech problem into a working application that showcases your AI and full-stack development skills
What You'll Learn
By the end of this capstone project, you will be able to:
- Build a full-stack web application using Python, FastAPI, JavaScript, and Tailwind CSS.
- Integrate AI models into a web application to generate resume analysis and improvement suggestions.
- Process PDF resumes and extract relevant information for analysis.
- Compare resumes with job descriptions to identify matching skills and missing keywords.
- Develop an ATS scoring and resume match percentage system.
- Build REST APIs for resume uploads, analysis, and results processing.
- Integrate external APIs to retrieve real-time job listings.
- Design an interactive user interface to display scores, insights, and recommendations.
- Apply practical API integration, data processing, and error-handling techniques.
- Create a portfolio-ready AI project that demonstrates real-world application development.
Prerequisites
What you should know before you join
Total Sessions
1 session- Introduction to the AI Resume Matcher and ATS scoring system.
- Project architecture and technology stack overview.
- Building the frontend using JavaScript and Tailwind CSS.
- Developing backend APIs using Python and FastAPI.
- Implementing PDF resume upload and text extraction.
- Integrating AI to analyze resumes against job descriptions.
- Generating ATS scores, match percentages, matched keywords, and missing skills.
- Creating personalized resume improvement suggestions.
- Integrating real-time job listings through APIs.
- Testing the application and reviewing the final project.
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In short
What is a Masterclass?
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Resources included
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Certificate at the end
Finish the masterclass and earn a Certificate of Completion.
Instructor Details
Shailja Rai
Country: India
Industry: Software Development
Experience: 1 years
About: I am a passionate Full-Stack Web Developer currently serving as Co-Founder at Practyc and SDE at Mister Edtech. I specialize in building scalable, user-focused web …
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