BookAiReview.
AI-powered book discovery platform with hybrid recommendation algorithms and social networking capabilities.
3
AI algorithms for personalized recommendations
15+
Features for book discovery and review
2
Languages supported (English/Japanese)
Revolutionary book discovery.
BookAiReview combines sophisticated AI with social networking to transform how readers discover their next favorite book. The platform integrates hybrid recommendation algorithms with comprehensive book management and community features.
Built with Django REST Framework backend and React 18 frontend, the platform features collaborative filtering, content-based recommendations, and LightGCN neural networks for personalized book suggestions.
Deployed on AWS ECS with PostgreSQL, demonstrating enterprise-level architecture patterns, advanced machine learning integration, and modern DevOps practices.
Core Features
Hybrid AI Recommendations
Advanced 4-strategy recommendation engine with LightGCN neural networks
AI Writing Assistant
Interactive review guidance powered by transformer models
Social Networking
Complete social ecosystem with user profiles and activity feeds
Advanced technology stack.
Enterprise-grade architecture with modern frameworks, AI integration, and scalable cloud deployment.
Frontend Architecture
React 18.3.1 with modern patterns, Material-UI 7.1.0 design system, Firebase authentication integration, and comprehensive multilingual support.
AI & Machine Learning
PyTorch Geometric LightGCN for collaborative filtering, transformer models for text summarization, and hybrid recommendation algorithms.
Backend & Infrastructure
Django REST Framework with PostgreSQL, AWS ECS Fargate deployment, CloudFormation infrastructure, and comprehensive monitoring.
Comprehensive features.
Advanced capabilities demonstrating full-stack development and AI integration expertise.
AI-Powered Features
Hybrid Recommendations
Content-based, collaborative filtering, and neural network models
Writing Assistant
Interactive review guidance with transformer models
Text Summarization
Pegasus-XSUM and T5-Small models with GPU acceleration
Platform Features
Book Management
Rich metadata, automated ratings, and external API integration
Social Network
User profiles, follow system, and activity feeds
Multilingual Support
English and Japanese localization with React i18next
Discover your next favorite book.
Experience the future of book discovery with AI-powered recommendations and social networking for book enthusiasts.