ML Engineer & Trading Systems Architect | Building intelligent trading solutions with Python, ICT strategies, and advanced market analysis
Design and build sophisticated trading automation systems using Python, Pine Script, and IBKR integration. Specializing in ICT trading strategies, SMT divergence, and Fair Value Gap detection.
Develop ML models for market prediction, signal generation, and risk management. Expertise in data analysis, feature engineering, and model optimization for financial applications.
Build complete trading platforms with React frontends, Node.js backends, and database integration. From data pipelines to real-time execution systems.
Master the ultimate trading edge by combining ICT Market Structure, SMT Divergence, and Machine Learning. Learn how institutional traders use triple confluence to identify high-probability setups with precision. This advanced guide breaks down the integration of qualitative price action with quantitative ML signals.
Smart Money Divergence (SMT) is one of the most powerful price action signals in modern trading. Learn how institutional traders use divergence to identify market reversals before retail traders even notice them. This comprehensive guide covers the theory behind divergence, how to spot it on your charts, and practical trading strategies to capitalize on these high-probability setups. Perfect for beginners looking to understand how smart money operates in the markets.
Fair Value Gaps (FVG) are one of the most reliable trading setups in ICT methodology. This step-by-step guide breaks down exactly how to identify FVGs on any timeframe, understand market structure, and execute profitable trades. Learn the exact rules for FVG formation, how to combine them with market structure analysis, and the precise entry and exit strategies used by professional traders. Includes real chart examples and practical implementation tips.
Learn Pine Script from scratch and build your first custom TradingView indicator. This beginner-friendly guide walks you through the fundamentals of Pine Script programming, from basic syntax to creating functional trading indicators. Discover how to automate your trading analysis, create alerts, and share your indicators with the community. Perfect for traders who want to move beyond built-in indicators and create custom tools tailored to their trading strategy.
Step-by-step guide to building automated trading bots using Python, ib_insync, and webhook integration with TradingView.
Understanding market structure breaks, swing highs/lows, and how to identify key support and resistance levels.
Essential risk management principles including position sizing, stop-loss placement, and portfolio optimization strategies.
Custom Pine Script indicators tailored to your trading strategy. From simple moving averages to complex multi-timeframe analysis tools. I create non-repainting, production-ready indicators that give you an edge.
Complete trading systems based on Inner Circle Trading methodology. Including market structure analysis, FVG detection, SMT divergence identification, and automated entry/exit rules. Fully documented and backtested.
Build automated trading bots that execute your strategies 24/7. Integration with Interactive Brokers, TradingView webhooks, and real-time market data. Risk management, position sizing, and performance tracking included.
Ready to take your trading to the next level?
I build custom TradingView indicators, Python trading bots, and complete trading automation systems. Whether you need a specific strategy implemented or a full trading system architecture, I can help you achieve your trading goals.
I'm always interested in discussing trading strategies, ML applications in finance, and building innovative solutions. Feel free to reach out!