Advanced Object Detection System
A real-time object detection system using YOLOv5 with custom training on specialized datasets. Achieves 95% accuracy with optimized inference speed.
Key Features:
- Real-time object detection at 30 FPS
- Multi-class classification
- Custom dataset training pipeline
- Web interface for demonstrations
AI-Powered Content Management System
A full-stack Django web application with integrated AI features for content recommendation and automated tagging using NLP techniques.
Key Features:
- User authentication & authorization
- RESTful API architecture
- AI-powered content recommendations
- Real-time notifications
- Responsive design
Smart Learning Assistant
A Flutter-based mobile application that uses machine learning to personalize learning paths and track student progress in real-time.
Key Features:
- Cross-platform compatibility
- Personalized learning recommendations
- Offline functionality
- Progress analytics dashboard
- Push notifications
Sentiment Analysis Dashboard
A comprehensive sentiment analysis tool that processes social media data and provides real-time analytics with interactive visualizations.
Key Features:
- Real-time sentiment scoring
- Multi-platform data integration
- Interactive data visualizations
- Custom model training interface
- API for third-party integration
Multi-Agent Reinforcement Learning Framework
A research implementation of multi-agent reinforcement learning for autonomous system coordination, featuring novel algorithms for improved collaboration.
Research Contributions:
- Novel multi-agent communication protocol
- Improved convergence in complex environments
- Scalable architecture for large agent populations
- Benchmark comparisons with state-of-the-art
Interactive Data Visualization Platform
A responsive web application for creating interactive data visualizations with drag-and-drop functionality and real-time data updates.
Key Features:
- Drag-and-drop chart builder
- Real-time data streaming
- Export functionality (PNG, PDF, CSV)
- Collaborative editing
- Responsive mobile interface