Generating Music Playlist Based on Facial Emotions 

Developed an emotion recognition model that accurately recognizes emotions in videos using VGG and ResNext models.

Developed a music recommendation system by fine-tuning BERT on song descriptions and implemented an efficient nearest neighbor search using a KD Tree to identify songs with the closest matching embeddings.