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• Hybrid Recommender: Matrix factorization + Transformer‑based content encoder.
• Mood Classification: Fine‑tuned BERT model on user‑generated tags.
• Safety Filter: CNN classifier that flags thumbnails/titles for the “Safe‑Browse” mode.

Model Stack

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