Connect the framework: Integrate a modular simulation optimisation framework with production AnyLogic models, databases, APIs, and plant-data environments. Turn questions into use cases: Translate scheduling, resource allocation, operating parameters, energy, logistics, and throughput into simulation and optimisation use cases. Build in Java: Develop and maintain Java-based components that execute scenarios, marshal inputs, parse outputs, and enable reliable optimisation runs. Make results credible: Define data contracts and KPIs; ensure reproducibility and usability of recommendations by operational stakeholders. Optimise smartly: Apply appropriate optimisation approaches for real-valued, scheduling, selection, and multi-objective problems; design efficient experiments for long-running simulations. Prove the value: Validate recommendations against live models, quantify operational benefits, and support transition from prototype to repeatable processes. Operationalise it: Contribute to dashboards, recurring study scheduling, workflow integration, technical documentation, and knowledge transfer. Coll

Connect the framework: Integrate a modular simulation optimisation framework with production AnyLogic models, databases, APIs, and plant-data environments. Turn questions into use cases: Translate scheduling, resource allocation, operating parameters, energy, logistics, and throughput into simulation and optimisation use cases. Build in Java: Develop and maintain Java-based components that execute scenarios, marshal inputs, parse outputs, and enable reliable optimisation runs. Make results credible: Define data contracts and KPIs; ensure reproducibility and usability of recommendations by operational stakeholders. Optimise smartly: Apply appropriate optimisation approaches for real-valued, scheduling, selection, and multi-objective problems; design efficient experiments for long-running simulations. Prove the value: Validate recommendations against live models, quantify operational benefits, and support transition from prototype to repeatable processes. Operationalise it: Contribute to dashboards, recurring study scheduling, workflow integration, technical documentation, and knowledge transfer. Coll