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QGIS Plugin for Acoustic Consulting
Python tooling and geospatial data pipelines for acoustic consulting workflows.
Stack
PythonQGISGDALGeoPandasSQLGPKG (SQLite)Shapely
View details →London Crime Data Project
Spatial statistics and large-scale analysis on London crime data, performance-minded Python and R.
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PythonRGeoPandascuDFdatashaderdask
View details →Mandelbrot on GPU
GPU-side numeric work in Python: Mandelbrot generation and rendering pipelines (images and video).
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PythonCuPyCUDAffmpegdatashader
View details →Medical Text Simplification
We fine-tuned T5 on MultiCochrane (EN) for medical simplification. We added a general-domain step first (WikiLarge), then medical data, with our best sequential T5-small run hitting SARI 44.78, above the ~39 to 43 band we compared against from the literature.
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PythonPyTorchHugging Face TransformersT5OptunaMultiCochraneWikiLargeSARI
View details →Expanding the HORIZON (MSc Thesis)
I investigated whether Horizon Europe’s climate-related research portfolio is undergoing a rhetorical shift toward “strategic autonomy” framing; I built an LLM-based pipeline on ~53k SEDIA project descriptions, introduced a funding-weighted Strategic Alignment Score on ~4k climate-aligned projects, and released sedia-api-fetchers for reproducible EU funding data access.
Stack
PythontransformersembeddingsNLI (MNLI)pandasSEDIA / EU APIsreproducible researchLaTeX
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