🚀 I'm a Quantitative Developer focused on building modular trading systems, predictive models and HFT infrastructure for cryptocurrency markets.
🔧 I specialize in:
- Market Making Bots
- Real-time Data Pipelines
- ML for Signal Generation (XGBoost, LSTM)
- Backtesting, Risk Management & Automation
🧪 Projects like Alpha Trade AI and HyperScalpX reflect my passion for precision and performance.
- 📉 ML-powered signal generation system for crypto (BTC, ETH, SOL).
- 🔁 Includes backtesting, live predictions, and model retraining.
- 📊 KPIs: Sharpe Ratio, Expectancy, Max Drawdown.
- 🎯 High-frequency crypto scalping bot using VWAP, SMA, Order Flow.
- 📡 Live trading with volume spikes, SL/TP, and paper trading mode.
- 🔊 Real-time logs with sound alerts and daily PnL tracking.
- 📁 Auto-logging system for spot/futures trades.
- 🧮 Metrics: MAE/MFE, Profit Factor, Hit Ratio.
- 📊 Weekly summary with performance visualization in Tableau.
- 🎓 KeepCoding – AI Full-Stack Bootcamp (Completed)
- 🎓 KeepCoding – Big Data, Machine Learning, DS (Completed)
- 🧮 Colegio Bourbaki – Ciencia de Datos (In Progress)
- 💻 U-Camp – Full Stack Developer (Completed)
“In trading and in code, structure beats chaos. Always.” — Fernando Cuellar