About
Mert Berkan Kalkan
Simulation Systems Architect focused on deterministic execution, scenario quality, and repeatable analysis.
Focus
Mert Berkan Kalkan works on deterministic simulation architecture, where reproducibility and traceability are baseline requirements.
His focus connects AI-assisted scenario generation with operational analysis, turning complex system behavior into outputs that can be reviewed, compared, and interpreted with context.
Operating Principles
Reproducible runs before visual polish
Explicit assumptions before interpretation
Traceable outputs before persuasive presentation
Technical Interests
Simulation engine architectureScenario data modelsAI-assisted scenario explorationOperational analysis tooling