BTFCST

Product Name: CryptoPulse — 10-Minute Direction Predictor

Positioning:

CryptoPulse is a short-term crypto forecasting tool for active traders, focused on Bitcoin (BTC), Ethereum (ETH), and Solana (SOL). It uses machine learning models to predict the price direction (up or down) over the next 10 minutes.

Core Features:

Real-Time Market Data

Connects to exchange WebSocket APIs (Binance, Coinbase) for live price, volume, and order book data

Updates every second

Multi-Factor Prediction Model

Technical Indicators: RSI, MACD, Bollinger Bands, EMA, volume rate of change

Market Microstructure: Order book imbalance, large order flow, funding rates

Sentiment Analysis: Social media sentiment (Twitter/X, Reddit)

On-Chain Data: Large transfers, exchange netflow (for ETH and SOL)

Model architecture: Hybrid LSTM + Transformer, or XGBoost ensemble

Prediction Output

Per coin: Up / Down probability (e.g., BTC: 68% Up / 32% Down)

Confidence score (High / Medium / Low)

10-minute countdown window

User Interface

Home: Three cards showing live predictions for BTC / ETH / SOL

Chart view: Candlestick chart + prediction markers + historical accuracy curve

Alerts: Push notifications when confidence exceeds a threshold

Backtesting & Accuracy Transparency

Displays 7-day / 30-day prediction accuracy

Transparent model performance to avoid misleading users

Tech Stack:

Frontend: React Native (iOS/Android)

Backend: Python (FastAPI) + Redis + PostgreSQL

Models: PyTorch / scikit-learn

Data Sources: Binance API, CoinGecko, Glassnode

Risk Disclaimer:

This app provides reference predictions only and does not constitute investment advice. Crypto markets are highly volatile, and 10-minute predictions carry significant uncertainty. Users bear all trading risks.