Independent Analytical Consulting Service
Performance Optimization & Risk Framework Design
Designing structured decision systems focused on risk intelligence, consistency, and data-driven performance optimization.
(!) No recommendations regarding any instruments or assets are provided. All decisions remain the sole responsibility of the client. Participation in markets involves risk, including the potential loss of capital. No guarantees of outcomes or performance are provided. Past performance is not indicative of future results.
Service
Structured system design focused on risk control, consistency, and performance-driven execution.
Risk Modeling
Position sizing frameworks and drawdown control mechanisms designed to preserve capital and stabilize performance.
System Design
Rule-based architecture with defined entry, exit, and execution logic to eliminate discretionary inconsistencies.
Performance Tracking
KPI-driven evaluation systems for measuring efficiency, identifying weaknesses, and enabling data-based decisions.
Optimization Cycle
Iterative improvement process based on structured reviews and continuous system refinement.
Cases
Selected cases focused on system design, risk stabilization, and performance optimization.
Risk Redesign
Country: Malta
Context: Independent analyst operating on core derivatives with unstable equity curve and inconsistent risk exposure.
Approach: Designed structured risk framework including fixed risk-per-position model, volatility-adjusted position sizing, and daily/weekly loss limits.
Metrics: Max drawdown reduced from ~28% to ~14%. Equity curve volatility significantly decreased.
Result: Stabilized performance, improved capital preservation, and predictable downside risk.
System Structuring
Country: Cyprus
Context: Discretionary activity across high volatility derivatives with inconsistent execution and reliance on subjective decisions.
Approach: Transformed discretionary logic into rule-based system with defined entry/exit criteria, execution checklist, and decision validation framework.
Metrics: Rule adherence improved from ~60% to ~90%. Significant reduction in impulsive positions.
Result: Standardized execution process with improved consistency and reduced emotional bias.
Performance System
Country: UAE
Context: Multi-asset activity without structured performance tracking or feedback loop.
Approach: Designed KPI-based evaluation system including risk/reward metrics, drawdown tracking, and weekly/monthly review cycles.
Metrics: Improved average risk/reward profile. Clear identification of underperforming strategies.
Result: Enabled continuous optimization and increased long-term performance consistency.
How It Works
(!) No recommendations regarding any instruments or assets are provided. All decisions remain the sole responsibility of the client. Participation in markets involves risk, including the potential loss of capital. No guarantees of outcomes or performance are provided. Past performance is not indicative of future results.
Objective
Build a structured and reliable dataset for analysis and system development.
Process
- Collect historical data, execution logs, and account statements
- Normalize data formats for consistency
- Remove anomalies and incomplete records
- Structure dataset for statistical and behavioral analysis
Objective
Identify inefficiencies and behavioral patterns in activity logic and market interaction.
Process
- Analyze position distribution and performance clusters
- Evaluate entry/exit timing efficiency
- Identify drawdown sources and volatility exposure
- Map behavioral inconsistencies in decision-making
Objective
Design a rule-based execution framework to eliminate discretionary inconsistency.
Process
- Define entry and exit conditions
- Build execution decision tree logic
- Structure position validation rules
- Align system with performance objectives
Objective
Construct risk management architecture for capital preservation and stability.
Process
- Define position sizing methodology
- Implement drawdown limits and exposure caps
- Model risk per position and portfolio-level risk
- Stress-test adverse market conditions
Objective
Continuously measure system performance and improve based on data feedback loops.
Process
- Track KPIs (win rate, drawdown, expectancy, Sharpe ratio)
- Compare expected vs actual performance
- Identify system degradation signals
- Iteratively refine rules and parameters
Pricing
Consulting
$2,000
Strategic guidance and system design advisory.
- High-level system review
- Risk structure assessment
- Framework recommendations
- 1 consultation session
Best for early-stage system structuring.
Full System Design
$9,000
End-to-end position-based system architecture and optimization framework.
- Complete system architecture design
- Risk framework engineering
- Execution logic structuring
- Performance tracking system
- Iterative optimization cycle setup
For professionals building structured position-based systems.
Consulting + Analysis
$5,000
Deep analytical review with structured system breakdown.
- Full system analysis
- Risk modeling diagnostics
- Performance evaluation (KPIs)
- Data-driven optimization plan
- Written report + roadmap
Recommended for active analysts optimizing performance.
About
Hello, I'm Roman, an independent digital consultant with over 15 years background in product and project management, focused on building structured systems and applying product thinking to financial markets.
Over the past years, I have worked on complex digital products and operational environments, designing scalable processes, decision-making frameworks, and performance-driven systems. This experience has shaped a systematic approach to problem-solving, prioritizing structure, clarity, and measurable outcomes.
I apply these principles to position-based system design — transforming discretionary processes into rule-based frameworks with defined risk parameters, execution logic, and performance evaluation models.
My work focuses on consistency, risk control, and repeatability, ensuring that all systems are designed with a clear structure, measurable performance metrics, and iterative optimization cycles.
Integrated with leading digital asset platforms
Get in touch
Location
Dimosthenous 3, Larnaca 6058, Cyprus