Behind the Scenes #

As a Lead MLE, I drive the end-to-end technical innovation and deployment of production AI/ML solutions at scale designed to solve challenges in engineering and supply chain applications.

On the product R&D side, I quantify uncertainty and design probabilistic decision-support systems, connecting agentic architectures with distinct enterprise ecosystem data sources whilst adhering to responsible AI and having full compliance with the EU AI Act.

In parallel, my goal is also about democratizing AI internally. By leading cross-functional AI initiatives, I deliver intelligent internal tooling that directly impacts teams from Engineering & Maintenance to HR and Customer Service.

Further interests: metaheuristics optimization, reinforcement learning, multimodality, explainable time-series forecasting, anomaly detection.

I was previously affiliated with the Center of Intelligent Systems at the Technical University of Lisbon and the Institute of Materials Science at the Technical University of Graz.