- Developed machine learning models in Python with Pandas and Scikit-Learn, achieving 95% accuracy in bot detection. 
- Boosted model performance analysis by 30% with data visualization using Seaborn and Matplotlib. 
- Refined model accuracy by 15% through data preprocessing and feature engineering with Pandas.