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Quant Researcher | Systematic Trading & MT5 Expert Advisor Developer
em
Single Family Office
Quant Researcher | Systematic Trading | MetaTrader 5 Expert Advisor Developer
I am a quantitative researcher based in Dubai, working at a single family office where I develop and validate systematic trading strategies. Every idea I work on is turned into explicit rules, coded, and tested on data before it goes anywhere near real capital.
How I build strategies
- Rule-based logic with clearly defined entries, exits and risk
- Machine-learning signal filtering and ranking (XGBoost, LightGBM, scikit-learn)
- Walk-forward analysis and out-of-sample testing
- Realistic transaction-cost and slippage modelling
- Robustness first: a strategy has to survive validation, not just look good in one backtest
Main areas of focus
- MetaTrader 5 Expert Advisors in MQL5
- Quantitative research in Python
- Risk management and drawdown control
Education
Executive Programme in Algorithmic Trading (EPAT), QuantInsti - Certificate of Excellence
Support for my products is provided through each product's comments section and MQL5 private messages.
There is no holy grail in trading. Every strategy has losing periods; what matters is controlled risk and long-term robustness. Trading involves risk, and past performance does not guarantee future results.
I am a quantitative researcher based in Dubai, working at a single family office where I develop and validate systematic trading strategies. Every idea I work on is turned into explicit rules, coded, and tested on data before it goes anywhere near real capital.
How I build strategies
- Rule-based logic with clearly defined entries, exits and risk
- Machine-learning signal filtering and ranking (XGBoost, LightGBM, scikit-learn)
- Walk-forward analysis and out-of-sample testing
- Realistic transaction-cost and slippage modelling
- Robustness first: a strategy has to survive validation, not just look good in one backtest
Main areas of focus
- MetaTrader 5 Expert Advisors in MQL5
- Quantitative research in Python
- Risk management and drawdown control
Education
Executive Programme in Algorithmic Trading (EPAT), QuantInsti - Certificate of Excellence
Support for my products is provided through each product's comments section and MQL5 private messages.
There is no holy grail in trading. Every strategy has losing periods; what matters is controlled risk and long-term robustness. Trading involves risk, and past performance does not guarantee future results.
