Research-oriented AI and machine learning project ideas for MCA students. These projects involve advanced algorithms, model optimization, and real-world deployment, suitable for students looking to pursue a career in AI/ML.
An automated attendance management system using real-time face recognition with deep learning. Captures student faces via webcam or CCTV, marks attendance automatically, and generates reports for teac...
An intelligent system that uses NLP and machine learning to automatically screen, parse, and rank resumes based on job requirements. Features keyword extraction, skill matching, and bias-free candidat...
A conversational AI chatbot designed to provide mental health support through empathetic dialogue, mood tracking, and guided exercises like breathing techniques and journaling prompts. The system uses...
A data science project that collects social media mentions of brands from Twitter and Reddit, performs sentiment analysis using NLP, and presents insights through an interactive dashboard. Brands can ...
A mobile and web application that uses convolutional neural networks to identify crop diseases from leaf images in real-time. Farmers can photograph affected leaves and receive instant diagnosis with ...
An intelligent e-learning platform that adapts quiz difficulty based on student performance using machine learning algorithms. The system tracks learning patterns and provides personalized study recom...
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A full-featured e-commerce web application with product catalog, cart, checkout, payment gateway integration, order tracking, and an AI-powered recommendation engine that suggests products based on br...
An intelligent email security system that uses natural language processing and machine learning to detect phishing emails with high accuracy. The system analyzes email headers, body content, URLs, and...