Behind the Scenes #

As a Lead Data Scientist, I design and architect scalable AI systems, transforming business concepts into production-ready solutions. My work lies at the intersection between applied data science and research, managing the entire ML lifecycle from exploratory data analysis to deployed model evaluation. I am particularly interested in uncertainty quantification using probabilistic and Bayesian methods to enhance data-driven decisions within engineering domains.

I was previously associated with the Center of Intelligent Systems at the Technical University of Lisbon and contributed to research of the Institute of Materials Science at the Technical University of Graz.

Since how we collaborate in a team matters so much, here is a bit about how I like to work. As a natural planner, I organize both work and personal trips up to a year in advance. On a daily basis, I like to protect my early morning hours for focused sprints on complex tasks, which is when I am most productive. To balance this deep work with leadership responsibilities, I keep weekly calendar buffers for ad-hoc tasks and team support. For alignment, I rely on virtual whiteboards to simplify functional requirements for both colleagues and business stakeholders.

Outside of work, a flexible schedule lets me spend plenty of time in the mountains. I ski tour in the winter (averaging 25 days on snow) and shift to climbing high alpine peaks and sky running over 30km in the summer. Between mountain seasons, I also run road races, having finished more than 20 city half marathons across different countries over the last five years.