An independent case study on the effects of increased digital keyboard imports on acoustic piano production in Germany, a country renowned for its rich musical heritage and manufacture of premium quality instruments.
An analysis on the Berlin S-Bahn and transport delays in 2024. This independent project emphasizes the use of complex SQL queries to understand the dataset and to answer questions about the impact of various factors on punctuality in the transport system.
Spotify is a popular music streaming platform with a wealth of information about the music we listen to. This project involved preparing the data on the top hits on Spotify over the last 24 years and performing exploratory analyses as well as more advanced regression and time series analyses.
As a data analyst for ClimateWins, a European nonprofit organization, I explore and assess various machine learning models to help predict the consequences of climate change around Europe.
