Build the System.
Become the System.
Learn to build automated trading systems from the ground up. Python, strategy development, cloud deployment — from first line of code to production.
What You'll Learn
Python for Quantitative Trading
Production-grade Python from day one. No toy examples — real code that runs real money.
- Code walkthroughs with real strategies
- Data pipeline architecture
- Backtesting framework design
- Testing and validation patterns
Strategy Development
From hypothesis to live signal. Systematic methods for finding and validating edge.
- Signal generation and factor research
- Portfolio construction methods
- Risk management frameworks
- Walk-forward validation
Cloud Deployment
Ship your strategy to AWS. Monitoring, alerts, and autonomous execution in production.
- AWS Lambda and infrastructure
- Monitoring and alerting systems
- Production deployment patterns
- CI/CD for trading systems
Choose Your Path
Self-Paced Courses
Video walkthroughs, written tutorials, and code repositories. Work through the material at your own speed with lifetime access to all updates.
- Structured video tutorials
- Complete code repositories
- Written guides and documentation
- Lifetime access to updates
Code Reviews & Walkthroughs
Submit your code for detailed async review. Get architecture feedback, performance analysis, and actionable improvements from someone who runs production trading systems.
- Async code review with detailed feedback
- Architecture and design critique
- Performance and risk analysis
- Priority Discord channel access
1-on-1 Development Sessions
Live pair programming, custom curriculum, and direct mentorship. Build your system with someone who has shipped production trading infrastructure.
- Live pair programming sessions
- Custom curriculum for your goals
- Architecture planning and review
- Ongoing mentorship and support
Discretionary Trading Assistant
Habitrade is a tool for discretionary traders who want to find and fix the behavioral patterns that cost them money. Journal your trades, tag your behaviors, and let the data show you what actually works.
- Trade journaling with behavioral tags
- Pattern recognition across trading history
- Performance analytics and habit scoring
- Actionable behavioral insights
Stay in the loop.
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