Final Product
Proprietary Prop Firm Empire
3
Uncorrelated systematic strategies combined into a capital-efficient prop firm portfolio
Research
→
Backtest
→
Forward Test
→
Live Deployment
Multi-Strategy Portfolio
Uncorrelated systematic strategies optimized for prop firm passes
Bootstrapped Monte Carlo
Stress-tested across thousands of return paths
Custom Prop Firm Simulators
Optimizes pass time, cost per pass, and EV
Multi-Account Scaling
Capital-efficient diversification across funded accounts
*Figures displayed are for illustrative purposes. Slight discrepancies may exist due to data timing, rounding, and simulation parameters.
AI Research Tooling
AI Quantitative Research Assistant
In Development
60–75%
Time saved on the full systematic strategy development cycle
Automated Bias Audit
45-item rubric hard gate
OOS Validation
Auto-flags overfitting
Monte Carlo
10K block-bootstrap paths
Prop Firm Simulator
FTMO, The5ers, full risk sweep
Condition Analysis
9 regime templates
Statistical Testing
Relationship validation
In Development
Public-Facing Work
Public-Facing Compilation & System Results
- Creation of a systematic trading video series teaching strategy development, backtesting, and portfolio construction
- Tutorials on trading infrastructure (e.g., APIs, data acquisition, workflow setup)
- Presentation of high-level portfolio results and strategy concepts without revealing proprietary details
Systematic trading video compilation — covers strategy development, backtesting, portfolio construction, and infrastructure setup.
All supplementary resources, spreadsheets, and supporting materials are linked directly in the corresponding YouTube video descriptions.