BTC 15-minute real-time entry point prediction system using LSTM+XGBoost hybrid model with risk management

Kalshi BTC 15-Minute Trader - High-frequency Bitcoin futures trading system with real-time probability prediction and settlement tracking

Real-time BTC/USDT ML prediction pipeline — Binance WebSocket ingestion, Apache Kafka streaming, MongoDB + PostgreSQL storage, Airflow orchestration, and a live Streamlit trading signal dashboard. Dockerised.

Real-time BTC price monitoring and automated trading system for Polymarket prediction markets

BTC Price Prediction using Databricks Medallion Architecture An end to end Bitcoin price prediction pipeline built on Databricks following the Medallion Architecture (Bronze, Silver, Gold). The system ingests real time BTC data from Yahoo Finance, performs feature engineering, and trains a Linear Regression model to generate predictions.

This is a Bitcoin price prediction and automated trading system that fetches real-time BTC data, engineers technical features, trains ensemble machine learning models (XGBoost, LightGBM, CatBoost), and generates automated BUY/SELL/HOLD trading signals based on next-hour price predictions.

CryptoStream-AI is a real-time data pipeline and forecasting system for cryptocurrency analysis. By leveraging machine learning models, it offers actionable insights and future trend predictions for popular coins like Bitcoin (BTC), Ethereum (ETH), and others.