Verification and Validation
Conducting thesis on validation of perception systems. Supervised by Sahar Tahvili.
KTH Division of Robotics, Perception & Learning
Collaborated with Oxford Robotics on trajectory prediction. Published at ITSC 2025 (Oral).
KTH Royal Institute of Technology
Focused on theoretical and applied machine learning, primarily for autonomous systems.
Scania Autonomous Solutions
Integrated prediction and planning for AVs. Worked with simulators and AWS. Supervised by Sandipan Das and Yi Yang.
KTH Division of Computational Science & Technology
Speech-to-gesture generation using deep learning. Introduced to multimodal DL and HPC. Supervised by Kiran Chattre.
Financial Consulting Group (FCG)
Data science solutions for credit risk and IRB model validation for capital requirements. My manager was René Naarmann.
KTH Royal Institute of Technology
Part of a five year civilingenjör degree. Focused on machine learning, primarily for sound and gaming.
Freelance coach for all levels, beginners to national team.
End of Timeline
Competed for 15 years. National team level in open water marathon swimming.
- Winner of Vansbrosimningen 2015: SVT
- OW Swimmer of the Year 2016: Swedish Swim Federation
Self-taught Guitar (8y) & Piano (2y). Composed classical piece Recursive Solace.