PythonTensorFlowPyTorchpandasNumPyQuantLib

Algorithmic Trading Platform

A comprehensive algorithmic trading platform leveraging machine learning for market analysis and signal generation. The system includes backtesting capabilities, strategy optimization, and risk management tools.

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project_info.json

{
  "project": "Algorithmic Trading Platform",
  "category": "web-app",
  "year": "2025",
  "status": "completed",
  "stack": [
    "Python",
    "TensorFlow",
    "PyTorch",
    "pandas",
    "NumPy",
    "QuantLib"
  ]
}

# The Challenge

Developing trading algorithms that can adapt to changing market conditions while managing risk effectively. Traditional rule-based systems lack the flexibility to capture complex market patterns.

# Our Solution

Built a Python-based platform using TensorFlow and PyTorch for signal generation, with pandas and NumPy for data processing. Integrated QuantLib for options pricing and Backtrader for strategy backtesting.

> Results

Impact & Outcomes

ML-powered signal generation

Comprehensive backtesting framework

Real-time market data integration

Risk-adjusted portfolio optimization

> Project Gallery

Algorithmic Trading Platform screenshot 2

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