Just a collection of projects I have worked on, showcasing relevant skills and
experience, as well as interests.
See the respective project folder for more details.
Identifying less densely populated areas in Athens, Greece, using the number of schools as a proxy for population density.
Analyze bike rentals to determine the ideal time for bike maintenance, during
work days and work hours.
Sample Presentation
Overview:
Splitting a multi-label dataset into train and test sets, ensuring that all
labels are represented in both sets, using scikit-multilearn.
Used it to find the 10 images to use in a questionaire about human Perception of Anthropomorphic Traits in Cars.
Using this customer segmentation dataset from Kaggle, I performed a customer segmentation analysis using K-means clustering.
The notebook contains the EDA, data preprocessing, hyperparameter tuning, and
the final model, as well as a statistical analysis of the clusters and some
actionable insights.