- Projects are designed to mimic industry-level case studies.
- Includes feedback-driven, portfolio-ready outputs.
- Integrates generative AI for data cleaning and visualization.
- Uses practical business problems, not just academic datasets.
- Helps demonstrate applied skills to potential employers.

