Open Challenge 2026 - 100 ML Projects | Submit Your Project & Get Featured

✅ Developed Projects (20 projects — completed) 🔒 Locked

These projects have already been developed and are not available for selection. View only - links and interactions are disabled.

#	Project Title	Type	Kaggle Dataset	Algorithm 1	Algorithm 2	Status
36	📚Student Performance Prediction using Machine Learning	Regression	Student Perf	Linear Regression	Random Forest	✅ Developed
37	💼Student Placement Prediction using Artificial Intelligence	Classification	Campus Placement	Logistic Regression	XGBoost	✅ Developed
38	🚪Student Dropout Prediction using Ensemble Machine Learning	Classification	Dropout	KNN	CatBoost	✅ Developed
39	🎓University Admission Prediction using Machine Learning	Regression	Grad Admission	Ridge	Random Forest	✅ Developed
40	🔄Employee Attrition Prediction using Machine Learning	Classification	IBM Attrition	Logistic Regression	XGBoost	✅ Developed
41	💰Salary Prediction using Regression Algorithms	Regression	Salary	Linear Regression	LightGBM	✅ Developed
43	📈Employee Promotion Prediction using Machine Learning	Classification	HR Promotion	Logistic Regression	Gradient Boosting	✅ Developed
42	📄Resume Screening using NLP and Machine Learning	Classification	Resume	Linear SVM	Random Forest	✅ Developed
44	🏃Customer Churn Prediction using Machine Learning	Classification	Telco Churn	Logistic Regression	XGBoost	✅ Developed
45	⏳Customer Lifetime Value Prediction using AI	Regression	Online Retail	Ridge	Random Forest	✅ Developed
46	📊Customer Purchase Prediction using Machine Learning	Regression	Rossmann	Linear Regression	LightGBM	✅ Developed
35	📦Retail Sales Prediction	Regression	Walmart	Lasso	LightGBM	✅ Developed
78	💤Student Stress Prediction	Classification	Sleep Health	Decision Tree	XGBoost	✅ Developed
64	❤️Heart Failure Prediction Application	Classification	Heart	Logistic Regression	Random Forest	✅ Developed
92	⭐Stellar Classification	Classification	Iris	Linear SVM	Decision Tree	✅ Developed
47	🏠House Price Prediction using XGBoost and Machine Learning	Regression	House Prices	Lasso	XGBoost	✅ Developed
99	🦄AI-Based Career Recommendation System	Classification	Startup Success	Logistic Regression	CatBoost	✅ Developed
55	📊Product Recommendation System using Collaborative Filtering	Classification	Hotel Booking	Logistic Regression	LightGBM	✅ Developed
85	🌬️Wind Speed Prediction Application	Regression	Wind Power	ElasticNet	XGBoost	✅ Developed
15	🦅Credit Card Fraud Detection using Machine Learning	Classification	Credit Card Fraud	Logistic Regression	XGBoost	✅ Developed

🆕 Available Projects - Phase 1 (NLP & Text - 10 projects) 🟢 Active

Phase 1: NLP & Text Projects - These 10 projects are currently available for development. More categories (Finance, Healthcare, Agriculture, etc.) will be released in Phase 2.

📄 NLP & Text ACTIVE

#	Project Title	Type	Kaggle Dataset	Algorithm 1	Algorithm 2	Status
1	📰Headline Classification using Probabilistic & Ensemble Methods	Classification	AG News	Naive Bayes	XGBoost	🆕 Available
2	📢Consumer Complaint Categorization for Financial Services	Classification	Finance Complaints	Logistic Regression	CatBoost	🆕 Available
3	🎯Customer Intent Prediction for Virtual Assistants	Classification	Bitext Intent	Linear SVM	LightGBM	🆕 Available
4	🐦Airline Sentiment Analysis from Social Media Data	Classification	Twitter Airline	Logistic Regression	Random Forest	🆕 Available
5	☢️Detecting Toxic and Abusive Content in Online Comments	Classification	Jigsaw Toxic	Ridge Classifier	Gradient Boosting	🆕 Available
6	🛡️Cyberbullying Detection on Social Media Platforms	Classification	Cyberbullying	Multinomial NB	XGBoost	🆕 Available
7	🚫Hate Speech and Offensive Language Identification	Classification	Hate Speech	Logistic Regression	CatBoost	🆕 Available
8	🎭Fake Review Detection using Linguistic Feature Engineering	Classification	Fake Reviews	Linear SVM	LightGBM	🆕 Available
9	🔍Fake vs. Real News Classification using Text Analytics	Classification	Fake/Real News	Naive Bayes	XGBoost	🆕 Available
10	📨SMS and Email Spam Filtering using Supervised Learning	Classification	SMS Spam	Logistic Regression	Random Forest	🆕 Available

🚀 Upcoming ML Projects (Phase 2 - 70 ML projects coming soon) ⏳ Coming Soon

70 ML projects across multiple categories coming in Phase 2. Stay tuned! Categories: Finance & Banking, Agriculture, Automotive & EV, Predictive Maintenance, Business, Retail, Healthcare, Environment & More.

#	Project Title	Type	Dataset	Algorithm 1	Algorithm 2	Status
💰 Finance & Banking
11	🐂Stock Market Trend Prediction using Technical Indicators	Classification	Huge Stock	Ridge Classifier	XGBoost	⏳ Coming Soon
12	₿Cryptocurrency Price Forecasting with Regularized Regression	Regression	Crypto History	ElasticNet	LightGBM	⏳ Coming Soon
13	📰Financial News Sentiment Analysis for Market Movement	Classification	Fin Sentiment	Logistic Regression	Gradient Boosting	⏳ Coming Soon
14	🏦Loan Default Prediction for Peer-to-Peer Lending	Classification	Lending Club	CatBoost	Random Forest	⏳ Coming Soon
16	🛡️Credit Risk Assessment for German Banking Sector	Classification	German Credit	KNN	Gradient Boosting	⏳ Coming Soon
17	💊Insurance Premium Estimation for Health and Life Policies	Regression	Insurance Premium	Linear Regression	Random Forest	⏳ Coming Soon
18	🚗Vehicle Insurance Claim Fraud Investigation	Classification	Vehicle Fraud	Ridge Classifier	XGBoost	⏳ Coming Soon
19	📈Bank Term Deposit Subscription Prediction	Classification	Bank Marketing	Logistic Regression	CatBoost	⏳ Coming Soon
20	🔎Loan Approval Decision Support using Machine Learning	Classification	Loan Prediction	KNN	LightGBM	⏳ Coming Soon
🌾 Agriculture
21	🌱Crop Yield Forecasting using Climate and Soil Data	Regression	Crop Yield	Linear Regression	Random Forest	⏳ Coming Soon
22	🧑‍🌾Intelligent Crop Recommendation for Precision Agriculture	Classification	Crop Recom	Decision Tree	XGBoost	⏳ Coming Soon
23	🌍Soil Fertility Classification for Sustainable Farming	Classification	Soil Fertility	Logistic Regression	Random Forest	⏳ Coming Soon
24	🧪Fertilizer Recommendation based on Soil Nutrient Analysis	Classification	Fertilizer	KNN	Gradient Boosting	⏳ Coming Soon
25	☔Rainfall Occurrence Prediction for Agricultural Planning	Classification	Rainfall India	Ridge Classifier	XGBoost	⏳ Coming Soon
26	💰Agricultural Crop Price Forecasting for Market Intelligence	Regression	Crop Price	Lasso	LightGBM	⏳ Coming Soon
🚗 Automotive & EV
27	💥Vehicle Accident Severity Classification for Road Safety	Classification	US Accidents	Logistic Regression	CatBoost	⏳ Coming Soon
28	⛽Fuel Consumption Prediction for Vehicle Efficiency	Regression	Fuel Consump	Linear Regression	Random Forest	⏳ Coming Soon
29	🔋Remaining Useful Life Estimation for EV Batteries	Regression	NASA Battery	Ridge	XGBoost	⏳ Coming Soon
30	⚡Electric Vehicle Charging Demand Forecasting	Regression	EV Charging	Linear Regression	LightGBM	⏳ Coming Soon
31	🏷️Used Car Pricing Model based on Vehicle Attributes	Regression	CarDekho	ElasticNet	Random Forest	⏳ Coming Soon
🏭 Predictive Maintenance
32	🔥Machine Failure Prediction for Industrial Equipment	Classification	Predictive Maint	Logistic Regression	XGBoost	⏳ Coming Soon
33	✈️Turbofan Engine Degradation and Remaining Useful Life	Regression	CMAPSS	Linear Regression	Random Forest	⏳ Coming Soon
34	📟Semiconductor Manufacturing Quality Prediction	Classification	SECOM	Ridge Classifier	Gradient Boosting	⏳ Coming Soon
🛒 Business, Retail, Healthcare, Environment & More
48	🏡Bengaluru House Price Estimation using Regression	Regression	Bengaluru	Linear Regression	Random Forest	⏳ Coming Soon
49	🏨Airbnb Listing Price Prediction for NYC	Regression	Airbnb NYC	Ridge	Gradient Boosting	⏳ Coming Soon
50	✈️Flight Ticket Price Forecasting using Dynamic Pricing	Regression	Flight Price	ElasticNet	XGBoost	⏳ Coming Soon
51	💻Laptop Price Estimation based on Specifications	Regression	Laptop Price	Linear Regression	Random Forest	⏳ Coming Soon
52	📱Mobile Phone Price Range Classification	Classification	Mobile Price	KNN	CatBoost	⏳ Coming Soon
54	🎮Global Video Game Sales Forecasting	Regression	VG Sales	Ridge	Random Forest	⏳ Coming Soon
56	😊Airline Passenger Satisfaction Classification	Classification	Airline Sat	Decision Tree	XGBoost	⏳ Coming Soon
57	🚲Bike Sharing Demand Prediction for Urban Mobility	Regression	Bike Demand	Linear Regression	Random Forest	⏳ Coming Soon
58	🚕NYC Taxi Trip Duration Prediction	Regression	NYC Taxi	Lasso	Gradient Boosting	⏳ Coming Soon
59	🎣Phishing Website Detection using URL Features	Classification	Phishing	Logistic Regression	Random Forest	⏳ Coming Soon
60	📡Network Intrusion Detection using KDD Features	Classification	NSL-KDD	KNN	XGBoost	⏳ Coming Soon
61	🦠Malware Detection from File Attributes	Classification	Malware	Linear SVM	CatBoost	⏳ Coming Soon
62	🏦Bank Customer Churn Prediction for Financial Institutions	Classification	Bank Churn	Logistic Regression	LightGBM	⏳ Coming Soon
63	🔑Password Strength Classification using Heuristics	Classification	Password	Decision Tree	XGBoost	⏳ Coming Soon
65	🍬Diabetes Onset Prediction using Pima Indian Dataset	Classification	Pima	KNN	XGBoost	⏳ Coming Soon
66	🎗️Breast Cancer Diagnosis using Wisconsin Data	Classification	Wisconsin	Linear SVM	CatBoost	⏳ Coming Soon
67	🧫Liver Disease Prediction for Indian Patients	Classification	Indian Liver	Logistic Regression	LightGBM	⏳ Coming Soon
68	🧬Chronic Kidney Disease Risk Assessment	Classification	CKD	Decision Tree	XGBoost	⏳ Coming Soon
69	🤲Parkinson's Disease Detection using Vocal Features	Classification	Parkinson	Linear SVM	Random Forest	⏳ Coming Soon
70	🧠Stroke Prediction using Health Risk Factors	Classification	Stroke	Logistic Regression	Gradient Boosting	⏳ Coming Soon
71	🫁Lung Cancer Risk Prediction using Patient Data	Classification	Lung Cancer	KNN	XGBoost	⏳ Coming Soon
72	⚖️Obesity Level Classification using Lifestyle Factors	Classification	Obesity	Decision Tree	CatBoost	⏳ Coming Soon
73	🏥Hospital Readmission Prediction for Diabetic Patients	Classification	Diabetes 130	Logistic Regression	LightGBM	⏳ Coming Soon
74	📅Medical Appointment No-Show Prediction	Classification	No-Show	Ridge Classifier	Random Forest	⏳ Coming Soon
75	🦠COVID-19 Patient Outcome Prediction	Classification	COVID	Logistic Regression	XGBoost	⏳ Coming Soon
76	🦋Thyroid Disease Classification using Lab Results	Classification	Thyroid	KNN	Gradient Boosting	⏳ Coming Soon
77	📏Body Fat Percentage Prediction using Anthropometry	Regression	Body Fat	Linear Regression	Random Forest	⏳ Coming Soon
79	🌱Life Expectancy Prediction using WHO Data	Regression	WHO Life	Ridge	LightGBM	⏳ Coming Soon
80	🌫️Air Quality Index Prediction using Meteorological Data	Regression	Air Quality	Linear Regression	Random Forest	⏳ Coming Soon
81	💧Water Potability Classification using Chemical Analysis	Classification	Water	Logistic Regression	XGBoost	⏳ Coming Soon
82	🔥Forest Fire Burned Area Prediction	Regression	Forest Fire	Lasso	Gradient Boosting	⏳ Coming Soon
83	💡Household Electricity Consumption Forecasting	Regression	Power Consump	Ridge	LightGBM	⏳ Coming Soon
84	☀️Solar Power Generation Prediction using Weather Data	Regression	Solar	Linear Regression	Random Forest	⏳ Coming Soon
86	🌧️Rain Tomorrow Prediction using Weather Patterns	Classification	Weather Aus	Logistic Regression	CatBoost	⏳ Coming Soon
87	🌊Flood Occurrence Prediction using Climate Variables	Classification	Flood	KNN	Random Forest	⏳ Coming Soon
88	🚦Metro Interstate Traffic Volume Prediction	Regression	Traffic Volume	Linear Regression	LightGBM	⏳ Coming Soon
89	🚢Titanic Passenger Survival Prediction	Classification	Titanic	Logistic Regression	Random Forest	⏳ Coming Soon
90	💵Adult Income Level Classification	Classification	Adult Census	Ridge Classifier	XGBoost	⏳ Coming Soon
91	🍷Red Wine Quality Classification using Physicochemical Tests	Classification	Red Wine	KNN	CatBoost	⏳ Coming Soon
93	😊World Happiness Score Prediction using Socioeconomic Factors	Regression	Happiness	Linear Regression	Random Forest	⏳ Coming Soon
94	🧠Mental Health Prediction using Machine Learning	Classification	Mental Health in Tech	Logistic Regression	Random Forest	⏳ Coming Soon
95	📋Absenteeism at Work Prediction using UCI Data	Regression	Absenteeism	Ridge	XGBoost	⏳ Coming Soon
96	⚽FIFA Player Market Value Prediction using Performance Stats	Regression	FIFA 22	ElasticNet	Gradient Boosting	⏳ Coming Soon
97	🏏IPL Cricket Match Winner Prediction using Historical Data	Classification	IPL	Decision Tree	XGBoost	⏳ Coming Soon
98	🏀NBA Player Performance Rating Prediction	Regression	NBA Stats	Linear Regression	Random Forest	⏳ Coming Soon
100	🍾Wine Type Classification (Red vs White) using Chemical Data	Classification	Wine Quality	KNN	Gradient Boosting	⏳ Coming Soon

70+ ML projects across Finance, Agriculture, Automotive, Healthcare, E-Commerce, Energy, and more coming soon in Phase 2!

📁 Project Structure

Your project should follow this Flask application structure:

student_performance_app/
├── app.py # Main Flask application
├── dataset/
│ └── StudentsPerformance.csv
├── results/
│ ├── images/ # All visualizations
│ ├── metrics/
│ └── reports/
│ └── full_report.html and text file
├── templates/ # HTML templates
│ ├── base.html
│ ├── index.html
│ ├── upload.html
│ ├── preview.html
│ ├── reports.html
│ ├── train.html
│ ├── results.html
│ ├── predict.html
│ ├── prediction_result.html
│ └── comparison.html
├── static/ # Static files
│ ├── css/
│ │ └── style.css
│ └── js/
│ └── main.js
└── requirements.txt

📋 Document Format – Table of Contents

Your project report should follow this structure:

Abstract

Table of Contents

List of Figures

iii

List of Tables

List of Abbreviations

1. INTRODUCTION

1.1 Background

1.2 Problem Statement

1.3 Motivation

2. EXISTING SYSTEM

2.1 Current Approaches

2.2 Limitations

3. PROPOSED SYSTEM

3.1 System Architecture

3.2 Workflow / Flowchart

4. METHODOLOGY

4.1 Dataset Description

4.2 Data Preprocessing

4.3 Feature Engineering

4.4 Data Splitting

4.5 Algorithms Used

4.6 Evaluation Metrics

5. RESULTS AND DISCUSSION

5.1 Experimental Results

5.2 Model Comparison

5.3 Discussion

6. CONCLUSION

6.1 Summary

6.2 Future Work

7. REFERENCES

APPENDICES

Appendix A: Code Snippets

Appendix B: Dataset Details

Appendix C: Screenshot

📦 Deliverable – Submit Your Project via Email

Send your complete project to freeinternships.in@gmail.com with the following ZIP files:

💻

Source Code ZIP (Optional)

Complete Python code, Flask app, templates, static files, and requirements.txt

code.zip

📄

Document ZIP (Optional)

Project report (PDF) with Table of Contents, dataset details, and README

document.zip

🎬

Video ZIP (Optional)

Video tutorial (5-10 min) explaining your project, demo, and how to run it

video.zip

📧 Email Delivery Format

When submitting your project, use the following email format:

To: freeinternships.in@gmail.com

Subject: Project Submission - [Your Project Title] - Student Code: [Your Student Code]

─────────────────────────────────────────

Student Code: [Your Student Code]

Submission Code: OC-2026-XXXXXXXX

Student Name: [Your Full Name]

Email: [Your Email]

Phone: [Your Phone]

Project Title: [Your Project Title]

Algorithms Used: [Algorithm 1] & [Algorithm 2]

Dataset: [Dataset Name / Kaggle Link]

─────────────────────────────────────────

Attachments:

✅ code.zip (Source Code) Optional

✅ document.zip (Project Report) Optional

✅ video.zip (Video Tutorial) Optional

─────────────────────────────────────────

Note: Please ensure all files are in ZIP format and the total size does not exceed 100MB.

Email: freeinternships.in@gmail.com · Attach: code.zip + document.zip + video.zip (Optional)

#	Project Title	Type	Technology Stack	Key Features	Status
💑 Matrimonial Platform
RT01	💑Complete Matrimonial Platform with Matching Algorithm	Web App	PHP OOP, MySQL, JavaScript, Bootstrap	Profile creation, advanced search, compatibility matching, interest management, secure messaging, photo gallery, horoscope matching, payment integration	⏳ Coming Soon
📊 CRM System
RT02	📊Enterprise CRM System with Sales Pipeline	Web App	Advanced PHP, MySQL, jQuery, Chart.js	Lead management, sales pipeline visualization, contact management, activity tracking, email integration, document management, role-based access control, analytics dashboard	⏳ Coming Soon
🏢 Insurance Agency Management
RT03	🏢Insurance Agency Management System	Web App	PHP OOP, MySQL, Bootstrap, AJAX	Policy management, client management, claim processing, agent management, commission tracking, renewal reminders, document management, reporting dashboard	⏳ Coming Soon
🛒 E-Commerce Platform
RT04	🛒Full-Featured E-Commerce Platform	Web App	PHP OOP, MySQL, JavaScript, Bootstrap	Product catalog, shopping cart, payment gateway integration, order management, inventory management, user accounts, reviews & ratings, admin dashboard, analytics	⏳ Coming Soon
💰 E-Bid Internship Management
RT05	💰E-Bid & Internship Management System	Web App	PHP OOP, MySQL, AJAX, Bootstrap	Internship posting, student applications, bid management, employer dashboard, student dashboard, interview scheduling, offer management, analytics reporting	⏳ Coming Soon
📝 Blogging & CMS Platform
RT06	📝Complete Blogging & Content Management System	Web App	PHP OOP, MySQL, JavaScript, Bootstrap	Post creation, categories & tags, user roles (author/editor/admin), comments management, SEO-friendly URLs, social sharing, analytics dashboard, media management	⏳ Coming Soon
🏫 Online Learning Management System
RT07	🏫Online Learning Management System (LMS)	Web App	PHP OOP, MySQL, JavaScript, Bootstrap	Course creation, student enrollment, video lessons, quizzes & assessments, progress tracking, certificate generation, discussion forums, instructor dashboard	⏳ Coming Soon
🏥 Hospital Management System
RT08	🏥Complete Hospital Management System	Web App	PHP OOP, MySQL, Bootstrap, AJAX	Patient registration, appointment scheduling, doctor management, prescription management, billing & invoicing, laboratory management, pharmacy management, medical records, dashboard reports	⏳ Coming Soon
🏗️ Project Management & Task Tracking
RT09	🏗️Project & Task Management System	Web App	PHP OOP, MySQL, AJAX, Bootstrap	Project creation, task assignment, deadline tracking, team collaboration, progress monitoring, file attachments, priority management, Gantt charts, activity logs	⏳ Coming Soon
🎟️ Event Management & Ticketing System
RT10	🎟️Event Management & Ticketing System	Web App	PHP OOP, MySQL, JavaScript, Bootstrap	Event creation, ticket booking, payment gateway integration, QR code generation, attendee management, event calendar, email notifications, analytics dashboard	⏳ Coming Soon

Showcase Your AI, ML & Data Science Skills to the World

📁 Project Structure

📋 Document Format – Table of Contents

Source Code ZIP (Optional)

Document ZIP (Optional)

Video ZIP (Optional)

📧 Email Delivery Format

📤 Submit Your Project

What Our Interns Say

Showcase Your AI, ML & Data Science Skills to the World

📁 Project Structure

📋 Document Format – Table of Contents

Source Code ZIP (Optional)

Document ZIP (Optional)

Video ZIP (Optional)

📧 Email Delivery Format

📤 Submit Your Project

📜 Terms & Conditions

What Our Interns Say