Verification and Validation
Working with ML/AI, Data Engineering and Data Science
Verification and Validation
Conducted research on machine learning for validation of autonomous driving systems. The project led to a filed patent application.
KTH Division of Robotics, Perception & Learning
Collaborated with Oxford Robotics on trajectory prediction. Published at ITSC 2025 (Oral).
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.
Freelance coach for all levels, beginners to national team.
KTH Royal Institute of Technology
Completed most coursework; currently paused to focus on applied work and self-directed learning, where I find my time is better spent.
KTH Royal Institute of Technology
Part of a five year civilingenjör degree. Focused on machine learning, primarily for sound and gaming.
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.