📊 Swing Finder Model

Full NSE Stocks Swing Trading Scanner

📉 Data checked. Emotions ignored. 📊

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🚀 Project Overview

SwingBot ML is an AI-powered swing trading scanner that analyzes NSE & BSE stocks using:

• 📈 Historical market data
• 📊 Technical indicators
• 🤖 Sentiments Analyz

This project is built for learning, experimentation, and AI/FinTech portfolio showcase.

⚠️ No blind trust.
📊 Data over emotions.

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🧠 How the AI Model Works

SwingBot ML follows a multi-layer analysis pipeline:

• Full OHLCV historical data
• Technical indicators (trend, momentum, volatility)
• ML model trained on past price behavior
• AI logic to reduce emotional bias
• Probability-based filtering

🚨 This model does NOT guarantee profits
It evaluates patterns & probabilities, not certainty.

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🔥 Key Features

• ✅ NSE stock scanning
• ✅ ML-based swing signal detection
• ✅ Technical + AI blended analysis
• ✅ Fully extendable & customizable

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⚙️ Installation & Setup

python3 -m venv venv source venv/bin/activate # Linux / macOS venv\Scripts\activate # Windows pip install -r requirements.txt data/bse_symbols.csv python model_train.py python app.py

📊 Supported Markets 🇮🇳 NSE

🤖 Let’s Test the AI Model Together Drop stock names, observe results, validate patterns, and learn how AI reacts to real market data. 🧠 Trust data 👀 Question outputs ❌ Avoid blind faith

⚠️ Disclaimer 🚨 Educational Purpose Only This project is NOT financial advice Stock market investments carry risk Always do your own research The author is not responsible for profits or losses

👤 Owner

Dhruv T. ✨

Built with curiosity. Powered by data. Tested without emotions.