Projects

Selected projects in climate, geospatial ML, and decision tooling. Focused on high-stakes energy transition applications.

I build decision tools from climate/energy and offshore data — from governance frameworks to shippable artifacts.

2025-2026

CCUS dMRV

Digital MRV and disclosure framework design for CCUS clusters.

OceanHub

A partner-facing offshore energy and marine intelligence portal, with a reproducible content + deck pipeline.

4D Seismic

A curated knowledge hub for 4D (time-lapse) seismic best practices and case studies.

2023-2024

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From climate modeling to energy system modeling...

Statistical downscaling and bias correction.

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Geophysical Data Science

Building reproducible Python workflows for Earth system modeling.

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Open Phrasebank

How different Nature science and Social science describe climate change?

2022

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Snowdepth matters!

Things are more complicated than your expectation.

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What if the ice block expedition 1959 happens in 2021?

You cannot blame it to climate change

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How to bury Longyearbyen by an avalanche?

Avalanche mass movement modelling

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Using 5.8 million to buy a unit in Oslo, which one is worth?

Housing Price MCDA Model - a perspective from spatial contributions

2019-2020

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Seismic hybridly!

The first commercial seismic acquisition combined streamer and OBN, Quad 35, Norway.

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Seismic lazily!

Offshoreorient studio - A python toolbox for offshore seismic QC