Projects

Predicting House Prices with Machine Learning

Trained a regression model in Python that predicts house sale prices from property features, explaining around 80% of the variance.

• Python
• Regression
• Feature engineering
• Machine learning

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Covid-19 Data Exploration

Used SQL to explore the most recent publicly available Covid-19 data, comparing infection rates and deaths across countries and continents.

• SQL
• Exploratory analysis
• Public data

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Public Bike Sharing

MSc thesis pre-research: clustered bike-sharing stations by usage to compare travel patterns before and during Covid-19.

• Python
• K-means clustering
• Mobility data
• MSc thesis research

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