명시
Standalone AI bot to send real-time buy/sell signals to crypto traders via SMS, targeting the 2025 bull run and scaling to a large user base. It pulls live data (price, volume, order book) from Binance, Coinbase, Kraken, and Uniswap using CCXT APIs and WebSocket, with optional X sentiment (xAI API) or news (NewsAPI) for extra context. Adapt our NinjaTrader ML algo for crypto, using inputs like price, volume, RSI, MACD, and ATR to generate signals (e.g., “Buy BTC at $85k, 10x leverage, target $90k, stop $83k”), trained on 2021 bull run and 2025 data for 70%+ accuracy and <2s latency. Signals deliver via Twilio SMS (<5s total latency), with options for limited or unlimited signals daily, plus Telegram/Discord integration and an API endpoint for advanced users. Store user data (phone numbers, signal limits, prefs like risk 2x-20x and coins) in PostgreSQL. Use Python with FastAPI, TensorFlow/PyTorch for ML, AWS (EC2, S3, Lambda) for infra, and Twilio for SMS. Build over 10 weeks: W1-2 set up APIs and port ML, W3-5 train and backtest, W6-8 develop signal formatting and Twilio integration, W9-10 add user system and test with 100 users. Make it fast, simple, scalable to handle a large user load, and standalone no platform dependencies.
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