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Human-in-the-Loop AI

Integrating human expertise with uncertainty-aware reasoning to build adaptive systems that assessment evidence and improve complex decision-making in evolving industrial environments.

Knowledge-Driven AI

Leveraging symbolic knowledge representation and sophisticated Bayesian reasoning to architect systems that assess uncertainty and recognize the limits of available data.

Research Domains

Risk & Decision Models

Intelligent Risk Analysis

Cognitive systems for risk-aware decision making in complex digital supply chains. We assess uncertainty by evaluating evidence limits and integrating technical data with domain expertise.

Decision Systems Architecture

Integrating research-driven intelligence into explainable and actionable models. We provide decision modelling and optimization to support human judgment in complex environments.

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