Trend-X-BTC
Trend-X-BTC is an advanced deep learning project designed to mimic the expertise of professional Bitcoin technical analysts. It delivers precise price forecasting with an impressive 96-98% precision(on test data for the next day), empowering users to make informed trading decisions with confidence.
Key Features
Extensive Data Training:
Trained on diverse datasets, including market sentiment, blockchain activity, and internet-sourced parameters like trading volumes and volatility indices using numerous APIs from Binanace, Alternative.me, FRED, Crypto Compare, Google BigQuery .Sophisticated AI Backend:
Built with PyTorch, the platform employs LSTM and Multi-Head Attention and Deep Neural Networks for high-precision forecasts.Multiple LLM with Web Searching:
Equipped with a Multiple language model (Llama ,Gemini ,Gemma ,Mistral) that retrieves and analyzes real-time data from the web, keeping predictions up-to-date with the latest market trends.Interactive Dashboard:
An intuitive, user-friendly interface providing real-time metrics, live price updates.Automation for Scheduling:
Automated with Windows Scheduler to fetch new data daily, send it to Firebase, and train for better results.Tech stack:
Built in Next.js using TypeScript for robust and scalable development on Vercel. For its database needs, it utilizes Firebase to ensure real-time data updates and secure storage.
