Worked on development of geospatial and environmental analysis tools.

• Implemented the Sufficiency of Measures (SOM) analysis framework (Computation + UI).
• Developed algorithms to process geospatial data (ArcPy, Geopandas, Rasterio).
• Open-source, available on HELCOM's github under 'SOM'.

Worked on geospatial analysis and ML experiments.

• Peat depth prediction through Geographically Weighted Regression.
• Performance optimization through high-performance computing.

Worked on stormwater quality modelling.

• Authored a paper on stormwater quality simulations.
• Code available on github under 'swmm-sediment-traps'.

CAD and BIM object and model drafting.

• Part time during studies.

Thesis: "Assessment of sediment traps for controlling stormwater quality in a heavily urbanized area"

Thesis: "Development of simple open code to create random particle arrays"