Credit risk prediction using financial datasets: preprocessing, feature engineering, and class imbalance handling. Models evaluated with precision, recall, and F1.

• Python
• scikit-learn
• Pandas
• Classification

Smart civic complaint analyzer: NLP pipeline, trained classifier, and a Streamlit app to explore complaints interactively. Full methodology, notebook, HTML report, and setup are documented in the GitHub repository.

• Python
• Streamlit
• NLP
• scikit-learn

Power BI dashboard for ride analytics: interactive report (.pbix) and a PDF export for stakeholders. Files and context live in the GitHub repository.

• Power BI
• Dashboard
• Analytics
• Visualization

Search movies by title and surface similar picks using TF-IDF content features plus collaborative filtering on ratings. Streamlit UI for search, browse, and recommendations; MovieLens-friendly data loading documented on GitHub.

• Python
• Streamlit
• scikit-learn
• Recommender systems