I’m a Quantitative Developer and Crypto Enthusiast with a strong foundation in engineering, data science, and algorithmic trading.
I'm deeply passionate about cryptocurrencies, DeFi, and the evolution of digital money — I firmly believe blockchain is reshaping the global financial system.
My work focuses on designing systematic trading strategies and AI-driven architectures that adapt to volatility, minimize risk, and capture alpha in decentralized markets.
Beyond coding, I’m an investor, DeFi advocate, and trading mentor, committed to helping others understand the real mechanics behind sustainable and antifragile trading.
🧠 Core Focus:
- Building autonomous bots for Binance, Bybit, Pinescript and MT5
- DeFi investment strategies with real yield focus
- Reinforcement Learning and Monte Carlo validation for trading models
- Mentoring traders in risk management, DeFi, and system design
💎 “Cryptocurrencies aren’t just assets — they’re a revolution in how value moves through the world.”
AI-Powered Trading Research Lab — systematic crypto & forex strategy automation
- Hybrid models: Gradient Boosting + RL + Wyckoff logic
- Live execution with slippage control · Binance API integration
- Full statistical metrics (Sharpe, Sortino, Expectancy, Max Drawdown)
High-Frequency Scalping Engine — VWAP · Order Flow · ATR-based Stops
- Multi-asset execution on Futures (BTC / XAUUSD / ETH)
- Custom volume delta and liquidity heatmap filters
- Modular UI with real-time PnL and risk dashboard
Institutional Donchian Breakout System (20 / 55 Days)
- ATR dynamic risk model + MA200 trend filter
- Smart pyramiding up to 3 units · Webhooks · Panel HUD
- Dual implementation in Pine Script v6 & MQL5
Automated trade tracking and performance visualization
- Logs from Binance / Bybit API with PnL and MAE / MFE tracking
- Tableau dashboards for profitability insights and behavioral analysis
- Weekly KPI export for quant reporting and Monte Carlo validation
🎓 MSc in Economic and Financial Engineering — Universidad La Salle (In Progress)
🎓 AI Full Stack Bootcamp — KeepCoding (Completed)
🎓 Big Data · ML · DS Program — KeepCoding (Completed)
🎓 Data Science Program — Colegio Bourbaki (Completed)
💻 Full Stack Developer Program — U-Camp (Completed)
🧩 “In trading and in code, structure beats chaos. Always.” — Fernando Cuéllar