*
here are some of the projects i've worked on. i love exploring data and discovering new insights through analysis.
rap music sentiment analysis
creator and maintainer (dec 2025)
analyzing rap lyrics to predict sentiment using openai and transformers
achievements
- built a dataset of rap lyrics with sentiment labels
- developed a sentiment analysis model using transformers
- integrated openai gpt-3.5 for enhanced sentiment prediction
- published findings in an interactive web report
technologies
pythonopenaitransformers
researching the ghostwriters of german rap
creator (jan 2026)
a data-driven investigation into ghostwriting in the german rap scene
achievements
- scraped artists and song data from 1000+ rap songs
- identified patterns and indicators of ghostwriting using data analysis
- published findings in an interactive web report
technologies
pythonweb scrapingdata analysis