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
Built a system that sorts incoming customer documents into a multi-level category tree, replacing a manual sorting step.
Two.
Optimal B2B credit-limit policy and LLM-based fraud detection
Two projects run with the same partner: predicting optimal B2B credit-limit policy, and building an LLM-based pipeline for flagging likely-fraudulent transactions.
Gemini
Predicting maintenance needs for water pipelines
Used pipeline asset records and operational time series to predict which parts of a water network are likely to need maintenance, so crews can act before a failure.
Oslo University Hospital
Incidental aneurysm detection on abdominal CT scans
Tested whether a model can flag incidental abdominal aortic aneurysms in CT scans ordered for unrelated reasons. AAA cases are rare, scan protocols vary, and the aorta is a small part of each volume.