Passionate about efficient LLM fine-tuning and deployment. Experienced in instruction-tuning small language models (SLMs) like IBM Granite using Unsloth and LoRA. deeply interested in model quantization (GGUF/llama.cpp), optimization for edge devices, and building domain-specific datasets for automotive AI applications.