Projects

Data science and machine learning work - built to run, not just to demonstrate.

3 projects

Daglig Vejr

A personal daily advisory system that pulls weather and pollen data from Danish public APIs and delivers a morning email telling me whether to apply sunscreen, take a hay fever pill, or bring an umbrella.

Open-Meteo Astma-Allergi DK scikit-learn GitHub Actions smtplib Random Forest
2025 · Personal tool · Live in production

Job-search

92 applications, 11 months and still going strong. A data visualization of my own job search from ghosting rates, funnel drop-off, and response rates by sector and location. I used my mail and my own records to keep track on how many responds back and how many give personal response back. It is all rendered from a CSV file and updated whenever I add new outcomes.

Python pandas Plotly.js PapaParse Gmail API HTML/CSS
2026 · Personal tool · Weekly updated

Kommuner Clustering

Unsupervised clustering of all 98 Danish municipalities on six socioeconomic indicators from Statistics Denmark. Includes a temporal comparison (2017→2023) showing which municipalities changed structural category over the period.

Python K-means Statistics Denmark API GeoPandas Plotly GitHub Actions
2025 · Personal tool · Live in production