• Collect data from APIs or provided files
• Clean, validate, filter, and organize datasets
• Remove duplicate or invalid records
• Convert data between CSV, JSON, Excel, and SQLite
• Automate recurring data-processing workflows
• Create reusable Python scripts with clear instructions