Real project screenshot
XAUUSD Smart Money Concepts Dashboard
A local analysis platform that connects MetaTrader 5 data to Smart Money Concepts indicators, interactive Plotly visualizations, and causal strategy backtesting.
- Problem
- SMC analysis was fragmented across raw MT5 charts, manual annotation, and separate backtests.
- My role
- Designed and built the Python pipeline, interactive dashboard, causal strategy simulation, and tests.
- Architecture
- MetaTrader 5 → SMC indicators → Plotly/mplfinance → backtesting.py.
- Difficult decision
- Delayed swing-derived signals until confirmation to prevent look-ahead bias.
- Outcome
- Processes 5,000 M15 candles, refreshes every 5 seconds, and exports charts, reports, and trade lists.