I am a doctoral candidate at the University of Turku, working on perception and scene understanding for autonomous robots.

My research focuses on representations that let a robot reason about space, objects, and change over time. In particular, I work on hierarchical 3D and 4D scene graphs (connecting geometry, semantics, and motion dynamics) and on using them to bridge perception and prediction in complex, changing environments.

Interested in a master's thesis or a collaboration? I am looking to co-supervise theses on topics related to 3D scene understanding and dynamic environment modelling. If you are working in this area and looking for a thesis topic or a collaboration, feel free to get in touch.

News

  • Jun 2026 We presented Aion at ICRA 2026! The code is available on GitHub.
  • Mar 2026 We released Rheos, check out our paper!
  • Mar 2026 I started as visiting researcher at Aalto University!
  • Feb 2026 We released EgoMod!
  • Mar 2025 I started as visiting researcher at the University of Zaragoza!
  • Jul 2024 I started as Robotics Engineer Intern at DAAV!