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Deep Learning · 2026

Movie Recommendation Engine (Siamese Transformer)

Learns dense embeddings from movie metadata with a Siamese Transformer and contrastive loss (weak-supervision pairs), indexed in FAISS for millisecond similarity search, served with FastAPI.

Tech stack

  • PyTorch
  • Transformers
  • FAISS
  • FastAPI