Situational awareness and autonomy

Development of computer vision and machine learning algorithms and pipelines for edge and server-based video analytics.

Development of a container-based application platform and API for Axis cameras, with focus on its computer vision and machine learning aspects.Supervised master thesises on low latency object detection and tag classification.

Image-based anomaly detection for surface vehicle collision avoidance for Axis Communications and Saab.

Responsible for the perception pipeline in the autonomous drive system for the Lund Formula Student vehicle.

Implementation of video object detection fused with classic computer vision algorithms for improved video surveillance. Also part-time software tester at Axis Communications during studies.