Built a Personalized AI Tutor using DistilBERT + LoRA (PEFT) and a 4-bit quantized Mistral-7B for efficient response generation. Integrated RAG (FAISS + embeddings) and adaptive student profiling for accurate, personalized answers. Deployed with Gradio for real-time interactive learning in low-resource environments.