Autonomous ferry boarding:Project manager - Development of AI-based system for guiding vehicles during boarding without human intervention.Q3-24 -> 2027CatchID:Project manager - Development of a scanner for fishing vessels capable of classifying species and estimating weight for automatic catch registration. Funded by the CatchID program with testing Q3 2023.Passenger Counting:Project manager - Development of a vision based system for counting passengers boarding vessels in vehicles. First commercial delivery Q2 2023.

- Development of CNN-based detection and segmentation of cracks for autonomous inspection of ships.- Data refinement from millions of available images from inspection of ships to identification and annotation of suitable images. - Development of system architecture and tools for production.- Contributions to company position on assurance of AI.- Development of computer vision pipeline for morphological analysis of farmed salmon hearts, combining deep learning and conventional computer vision.

- Computer vision for embedded devices.- Diagnostic assay development, including microfluidic simulations in COMSOL.- Calibration for diagnostic assays based on optical measurements.- Development of machine learning based tools for image search.- Spectral measurements and calibration.- Technology qualification.- Documentation for quality assurance.- MonteCarlo simulations for diagnostic systems.

4 years apprenticeship as an industrial mechanic.