Selected publications include 'Grasping a Handful: Sequential Multi-Object Dexterous Grasp Generation' (arXiv, 2025), 'Cloth-Splatting: 3D State Estimation from RGB Supervision for Deformable Objects' (8th Annual Conference on Robot Learning, 2024), etc.
Research Experience
Postdoctoral researcher from 2022-2025 with Danica Kragic in the Robotics, Perception and Learning Lab (RPL) at KTH, Stockholm, Sweden; Assistant Professor (tenure track) in Robotics and Machine Learning at the University of Turku since 2025.
Education
Ph.D.: Intelligent Robotics group at Aalto University, Finland, supervised by Prof. Ville Kyrki and Ph.D. Francesco Verdoja; Master's degree: Space Science and Technology, Aalto University; Bachelor's degree: Automation and Systems Technology, Aalto University.
Background
Research interests: Enabling robots to grasp and manipulate objects in uncertain and cluttered environments. Combines deep learning, probabilistic reasoning, and tactile perception to build robust manipulation systems.
Miscellany
Open to collaborating with PhD students or supervising Master’s thesis projects in areas such as 6-DoF grasp generation, manipulation of cluttered or deformable objects, visuo-haptic perception.