From Rail to Real Estate: Award winning Tableau Dashboard
Developed a machine learning pipeline that fuses Natural Language Processing (NLP) with audio feature analysis to quantify the impact of lyrical themes on commercial music success.
Task
End-to-end data science lifecycle: from scraping and cleaning complex text data to building and evaluating predictive models (Random Forest, Gradient Boosting) to forecast song popularity
