Скачать или смотреть AI Resume Screening System with 8 ML Models - 100% Accuracy | Python Flask Machine Learning Project

AI-Powered Resume Screening & Candidate Ranking System – Automated Recruitment Tool with Machine Learning

Discover an intelligent resume screening system that automates candidate evaluation, predicts job roles, and ranks applicants with 99%+ accuracy using 8 powerful machine learning algorithms.​

🚀 Project Highlights:
✅ 8 ML Models: XGBoost, Random Forest, Gradient Boosting, Decision Tree, Logistic Regression, SVM, KNN & Naive Bayes
✅ 100% Accuracy with Random Forest, XGBoost & Gradient Boosting
✅ AI-Driven Candidate Scoring (0-100 scale)
✅ Automated Job Position Prediction
✅ Real-Time Resume Analysis & Processing
✅ Interactive Data Visualization with Chart.js
✅ Professional Web Interface with Flask & Bootstrap

💼 Real-World Applications:
Perfect for HR departments, recruitment agencies, campus placement cells, startup hiring teams, and freelance recruiters looking to automate their candidate screening process.​

🛠️ Technology Stack:
Python | Flask | Scikit-learn | XGBoost | Pandas | NumPy | HTML | CSS | JavaScript | Bootstrap | Chart.js | Pickle | Joblib | Jupyter Notebook

🎓 Ideal For:
✔️ Final Year B.Tech/BE/MCA Students
✔️ Data Science & AI/ML Project Portfolio
✔️ Campus Placement Preparation
✔️ College Project Submission
✔️ Resume Screening Automation Research

📊 Features Demonstrated:

Intelligent resume parsing with NLP

Multi-parameter candidate evaluation

Algorithm performance comparison

Feature importance analysis

Model serialization & deployment

RESTful API implementation

Full-stack web development

🔥 Want This Complete Project?

WhatsApp: +918603862290

Direct Purchase: https://projects.codeaj.com/projects/ai-po...

📦 What You Get:
✅ Complete source code with documentation
✅ Pre-trained ML models ready to deploy
✅ Jupyter notebook with training pipeline
✅ Professional web interface
✅ Model evaluation & visualization code
✅ Setup instructions & project report

This production-ready system demonstrates expertise in machine learning classification, data preprocessing, Flask development, and UI/UX design – perfect for academic presentations, placement interviews, and portfolio building.​

#MachineLearning #ArtificialIntelligence #ResumeScreening #Python #Flask #DataScience #FinalYearProject #AIProject #MLProject #HRTech

📧 Contact: +918603862290 (WhatsApp)
🌐 Website: https://projects.codeaj.com

AI resume screening
resume screening system
machine learning project
python flask project
final year project
AI candidate ranking
XGBoost python
random forest classifier
ML project for students
automated resume screening
ATS system
applicant tracking system
HR automation
recruitment automation
python machine learning
scikit learn project
data science project
AI hiring tool
resume parser python
candidate evaluation system
ML algorithms comparison
python web application
flask machine learning
computer science project
B.Tech final year project
MCA project
AI ML project
job prediction system
HR tech project
placement prediction
python AI project
machine learning models
supervised learning project
NLP resume screening
artificial intelligence project