StratLab 📈

Quantitative Market Strategy Dashboard

StratLab is a Python project that fetches market data from public APIs, performs time-series analytics, generates trading signals, backtests strategies, and visualizes results using Streamlit.

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🚀 Live Demo

You can access the live version of the application here: StratLab Web App

🔹 Features

• Public API data ingestion (CoinGecko)
• Modular analytics layer
  • Returns (daily, log, cumulative)
  • Trends (SMA, EMA, momentum)
  • Volatility & drawdown
• Trading signal generation
  • MA crossover
  • Momentum confirmation
  • Combined final signal
• Strategy backtesting
  • Positions
  • Strategy returns
  • Benchmark (buy & hold)
• Interactive Streamlit dashboard
• Data contract validation
• Production-ready architecture

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🏗️ Project Architecture

StratLab/
│
├── api_client.py          # API ingestion
├── data_contract.py       # Data validation
├── analytics/             # Analytics modules
├── analytics_builder.py   # Analytics pipeline
├── signals.py             # Trading signals
├── backtest.py            # Strategy backtesting
├── Visualization/         # Plot functions
├── app.py                 # Streamlit dashboard
├── requirements.txt
└── README.md