Project archive

Projects

A semester-by-semester record of student projects, running continuously since 2024.

Rystad Energy

LLM-based extraction from Russian oil-and-gas reports

Built a pipeline that uses LLMs to pull structured information out of Russian oil-and-gas reports and load it into Rystad Energy's database.

Triplan

Hierarchical classification of customer documents

Researched and tested approaches to simplify Triplan's document labelling workflow — extracting text from PDFs and comparing LLM, classical ML, and encoder fine-tuning options.

Two

Optimal B2B credit-limit policy and LLM-based fraud detection

Two parallel tracks with the same partner — a data-driven credit-limit policy and an LLM-based fraud detection agent for real-time B2B payment risk.

Gemini

Predicting maintenance needs for water pipelines

Exploratory phase of a predictive maintenance project for municipal water pipeline networks — structuring the problem and comparing survival analysis with failure classification.

Oslo University Hospital

State of the art segmentation of AAA

Leveraging recent advances in medical image segmentation to identify potential abdominal aortic aneurysms from general abdominal CT scans acquired through the national screening program.