YouthIndia

AI & ML Interests 🔧 Fine-tuning LLMs for Indian languages (Hindi, Hinglish, regional) 📱 Production deployment on edge devices (Apple Silicon, mobile, embedded) 🏗️ Building sovereign AI infrastructure — no API dependencies 💬 Customer support automation with template-adherent Hindi responses ⚡️ Optimization: QLoRA, GGUF, MLX, quantization for consumer hardware 🇮🇳 India-first AI: local models, local data, local compute Currently: Fine-tuning Qwen2.5-1.5B for Hindi customer support (SaralCRM) Stack: Unsloth + MLX on M4 Mac mini | Ollama + jcode/OpenCode for inference