01 Projects
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Oil Spill Simulation
A mesh-based numerical model of how an oil slick spreads through a coastal bay — and how much of it reaches the fishing grounds.
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Applied Deep Learning
Four deep learning systems — image classification, pixel-level segmentation, generative modelling and sentiment analysis — built, diagnosed and explained.
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Energy Data Pipeline
An end-to-end data engineering and analytics app for the Norwegian power system — from live APIs to Cassandra, Spark and MongoDB to an interactive Streamlit dashboard.
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Dairy Supply Chain Optimisation
Linear programming, routing heuristics and production levelling for TINE Brumunddal — +9.7% daily contribution margin at the bottleneck.
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Applied Machine Learning
Five assignments that walk the full machine learning lifecycle — from messy raw data to tuned, validated and explainable models.
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