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College Projects

S.No Project Title Technology Project Description
1 AI-Powered Chatbot Assistant Python, NLP, Machine Learning A smart virtual assistant capable of understanding and responding to natural language queries.
2 E-Commerce Web Platform Django, React.js, PostgreSQL A full-stack online store with user authentication, product catalog, and cart functionality.
3 Credit Card Fraud Detection Python, Scikit-Learn, ML An ML model that identifies anomalous transaction patterns to prevent financial fraud.
4 Personal Finance Tracker Flask, React.js, SQLite A web application to track income, expenses, and visualize spending habits over time.
5 Real-Time Face Recognition System Python, OpenCV, AI A computer vision system that detects and identifies faces in live video feeds.
6 House Price Prediction Model Python, Pandas, Machine Learning A predictive model analyzing various housing metrics to estimate future property values.
7 Portfolio Content Management System Django, Bootstrap A custom CMS allowing users to dynamically update their portfolio projects and details.
8 Sentiment Analysis on Social Media Python, NLTK, ML An NLP tool that categorizes public social media posts as positive, negative, or neutral.
9 Recipe Recommendation Engine Flask, AI, Collaborative Filtering An AI system that suggests recipes based on available ingredients and user preferences.
10 Weather Forecasting Dashboard React.js, Python API A dynamic dashboard displaying real-time weather data and forecasts using external APIs.
11 Employee Attendance Tracker Django, React.js, REST API A system for HR to monitor employee clock-ins, clock-outs, and total hours worked.
12 Predictive Maintenance System Python, XGBoost, ML An ML solution that predicts equipment failures before they occur to minimize downtime.
13 Movie Recommendation System Python, Machine Learning A collaborative filtering system that suggests movies based on a user's viewing history.
14 Task Management Kanban Board React.js, Django REST Framework A productivity app featuring drag-and-drop task cards, categories, and progress tracking.
15 Smart Traffic Management System AI, Computer Vision, Python A computer vision project analyzing traffic flow to optimize traffic light timings.
16 Health & Fitness Tracker App Flask, React.js An application to log daily workouts, record diets, and track overall fitness progress.
17 Automated Resume Screener Python, NLP, Machine Learning An NLP application that parses and ranks candidate resumes based on job descriptions.
18 Real Estate Listing Platform Django, PostgreSQL, HTML/CSS A platform connecting buyers and sellers with property searches, filters, and map views.
19 Image Caption Generator Python, Deep Learning, AI A deep learning model that automatically generates descriptive text for uploaded images.
20 Stock Market Prediction Tool Python, LSTM, Machine Learning A time-series forecasting tool using neural networks to predict future stock price trends.