Code Review Request: Movie Recommendation Software

Hello,

I have reached a stopping point in the movie recommendation software portfolio project. There are some TODO comments indicating potential future features or improvements, which I may implement as needed. I would appreciate any feedback you could provide, whether regarding additional comments, suggestions for improving efficiency, or insights on the overall code structure. Thank you for your time and review.