CRYPTOxAI is an innovative cryptocurrency exchange and information platform that integrates artificial intelligence and machine learning to deliver real-time, up-to-date information about various cryptocurrencies and organizations. By utilizing AI, our application predicts potential changes in cryptocurrency values over the next two days, empowering investors to make informed decisions. Our goal is to provide a unified workspace where investors can track currency progress, predict future trends, and access reliable information about companies and currencies.The lack of a unified workspace for cryptocurrency-related tasks often forces investors to search and analyze information across multiple websites, which can be time-consuming and unreliable. Managing different accounts on various applications adds to the complexity and inconvenience.
- Predictive Analysis: Utilizes technical indicators derived from historical data to forecast future cryptocurrency prices, aiding investors in making informed decisions.
- Real-Time Updates: Provides real-time details on cryptocurrency values and behavioral changes.
- Educational Content: Offers comprehensive knowledge about cryptocurrencies.
- Secure Transactions: Facilitates safe buying and selling of cryptocurrencies using blockchain technology.
- User-Friendly UI: Features an intuitive and easily understandable interface.
- Chat Integration: The CRYPTOxAI Chat Integration plugin allows users to create chat sessions, send queries, and receive responses using an external chat API.
- Frontend: Next.js, Tailwind CSS
- Backend: Node.js, Flask
- Database: MySQL, PostgreSQL, Cloudinary, Redis, MongoDB, Neon DB
- Other Tools: CI/CD tools, Prisma ORM
- Machine Learning: Random Forest, Gradient Boosting Regressor
- Blockchain: Hardhat, Ethers.js, Solidity
- Artificial Intelligence: OnDemand Plugin with GPT-4 model
- DevOps: Kubernetes, Docker
- Account Setup: Users create an account and set up their profile.
- Market Analysis: Users can view real-time cryptocurrency data and trends.
- Predictive Insights: AI-driven forecasts help users anticipate market movements.
- Alerts: Users set threshold values for cryptocurrencies and receive email alerts for significant changes.
- Trading: Users can securely buy and sell cryptocurrencies within the platform.
- Information Access: Users can access detailed information and educational resources on various cryptocurrencies.
- Real-Time Data Analysis: Analyzing real-time data from multiple sources can be complex and requires robust algorithms to ensure accuracy and reliability.
- Integration of Multiple Technologies: Integrating machine learning, blockchain, frontend, backend, and plugins is a complex task and requires seamless integration.
- Handling Real-Time Data: Ensuring efficient and accurate handling of real-time data in the backend.
- Generalized Models: Develop more generalized AI models to improve prediction accuracy across a wider range of cryptocurrencies.
- Expanded Features: Integrate more advanced features like portfolio management, deeper market analytics, and enhanced security measures.
- Alert System: Develop a system to send trigger emails to users when a user-defined threshold, such as a stop-loss, is reached.
- Large-Scale Data Processing: Utilize Apache Spark for large-scale data processing and Apache Kafka as a message broker to ensure high throughput and reduce database load.