Vibelyze

Vibelyze is a sentiment analysis project that allows users to input a movie name and a review text. The program analyzes the sentiment of the review and recommends whether to watch the movie based on the language used.

The project was developed without importing sophisticated libraries like PyTorch. Instead, a custom database of over 1000+ words was created, each assigned a positive, neutral, or negative sentiment value.

The program also accounts for user exaggeration and explicit ratings, and includes a feature that references IMDb's greatest movies list to provide a balanced recommendation.

This was the final project for the CS50 class at Yale University, which is also taught at Harvard University. I scored 100 on this project and was invited to be a Teaching Assistant (TA) for the class in the following semester.