Behind the Scenes #

As a Lead Machine Learning Engineer, I am responsible for the end-to-end technical deployment of production AI/ML solutions. My core focus is architecting and scaling intelligent systems that solve challenges across engineering and supply chain domains.

On product innovation, I design probabilistic decision-support systems that transform noisy time-series and tabular data into strategic intelligence, helping enterprises confidently quantify and navigate uncertainty. My focus has also extended to integrating emerging agentic solutions, ensuring every solution is governed by Responsible AI principles and fully compliant with the EU AI Act.

Internally, I drive enterprise-wide AI transformation by leading cross-functional initiatives to integrate modern AI tooling into modern software ecosystems. By doing so, I ensure AI democratization across the entire organization, benefiting teams ranging from Engineering and Maintenance to HR and Customer Service.

My technical foundation is rooted in research, having previously been 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. Beyond day-to-day work, further interests revolve around metaheuristics optimization, reinforcement learning, multimodality, explainable time-series forecasting and anomaly detection.