Behind the Scenes #

I am a Lead Machine Learning Engineer with more than 5 years of experience productionizing intelligent software applications and designing solution architectures that solve challenges across engineering and supply chain.

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 AI tooling into business 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. Research work revolved around metaheuristics optimization, physics-informed ML, reinforcement learning, explainable time-series forecasting and anomaly detection.