BlockInsightPro is a web-based crypto analysis tool with AI assistance, designed to provide real-time market insights. It integrates Binance, Yahoo Finance, and TradingView APIs to deliver market data, AI-driven analytics, and interactive charts. The tool helps traders analyze trends without direct trading integration, ensuring a secure and data-driven approach to crypto markets.

Technologies Used

📌 Frontend:

React.js – Used for building a dynamic and interactive UI.

Next.js – Optimized framework for React, enabling server-side rendering (SSR) and better performance.

Tailwind CSS – For styling components efficiently.

📌 Backend:

Node.js – A fast and scalable runtime for handling API requests.

Express.js – A lightweight framework to create APIs and backend services.

📌 Database:

MongoDB – A NoSQL database for storing user preferences, historical data, and analytics reports.

📌 APIs Integrated:

Binance API – Fetches real-time and historical cryptocurrency price data.

Yahoo Finance API – Used for market news and broader financial insights.

TradingView API – Provides interactive charts for technical analysis.

💡 AI & Data Science Features

📌 Machine Learning Algorithms Used:

Sentiment Analysis (NLP-based)

Uses VADER (Valence Aware Dictionary for Sentiment Reasoning) or BERT (Bidirectional Encoder Representations from Transformers) to analyze crypto news, tweets, and market sentiments.

Helps users understand bullish vs. bearish market trends.

Crypto Price Prediction

Uses LSTM (Long Short-Term Memory), a deep learning algorithm that analyzes past price trends to predict future market movements.

📌 Market Analysis & Visualization:

Liquidation Heatmap

Extracts data from Binance liquidations and visualizes areas of high leverage interest.

Helps traders spot potential reversal zones based on high liquidation clusters.

Trading Signals & AI Insights

Uses Reinforcement Learning-based models to identify strong buy/sell signals.

Analyzes RSI, MACD, and Bollinger Bands trends for technical indicators.