GenreGenius

• Tech Stack: Pytorch, numpy, pandas, gradio
• Github URL: Project Link

Fine-tuned the Bangla BERT Large model to predict book genres from Bengali text summaries, advancing AI-driven literary classification for low-resource languages.

Utilized a dataset of 4.5K Bengali summaries labeled across seven genres — Fiction, Thriller, Children’s Books, Political, Sci-Fi, War, and Motivational — to train and evaluate the model.

Achieved an accuracy of 83.56%, contributing toward an intelligent Bengali book recommendation system that helps readers discover new genres effortlessly.