industry projects

2025--
trafikverket
computer vision for digital maintenance of railway
self-supervised learning
2023--2024
structural causal models for distributional shift in federated learning
ericsson research
federated learning · causality · distribution shifts
2020--2023
aniara
ericsson research
federated learning · network analysis
2019--2021
ai driven financial risk assessment for circular business models
nordea · seb
circular economy · computer vision · NLP
2019--2021
swedish medical language data lab
region halland · peltarion · VGR · AI sweden · sahlgrenska university · folktandvården
federated learning · NLP · medicine
2019--2020
lobstr — learning on-board signals for timely reaction
scania
federated learning · anomaly detection · vehicle control unit
2017--2018
bada-sempa — big automotive data analytics
volvo · zenseact · AFRY · chalmers university of technology
GANs · time series · autonomous vehicles · sensor data