I aim to bridge the gap between machine learning and sustainability in urban practices, and worker safety.
I am a research team lead at the Schindler EPFL Lab in Lausanne, working on RGB-thermal 3D reconstruction, multimodal sensor fusion, and robotics for the built environment.
My work turns multimodal sensing into practical tools: thermal digital twins that guide building retrofit decisions (INSULATED), and AI-based safety systems for workers on construction sites (Safety Coach).
I secured two Innosuisse grants as Principal Investigator (587k CHF total), co-direct two PhD theses, and have supervised 10 Master theses and 16 internships — leading to 6 patents and publications at ICRA, IROS, and ECCV.
 | Explore my work: All publications, Patents, Datasets, Grants, Projects, Talks and Events, and my CV. If you are looking to work together, see Collaborate. |
You can also find me through my Links — I keep discussions on LinkedIn to avoid email spam.
I mirror some of the repositories with the outcomes of my research on my forge if you want a centralized place where to find those.
Here is a list of my current and past research Supervision with students.
I also do some climbing, some alpinism, and ski-touring.
The Bayesian Brain
A digital garden is a collection of imperfect notes, essays, and ideas growing slowly over time. Mine is named the bayesian brain and is a collection of thoughts and interesting facts related to research, programming, and outdoor activities.