Co-founder of a software company developing AI-driven optimizations and automation solutions. Currently spearheading development of an advanced chatbot leveraging state-of-the-art language models.Passionate about the intricacies of natural language processing and the architectures underpinning large language models. Areas of expertise include:• Fine-tuning techniques for vision-language models• Quantization methods for model compression• Low-rank adaptation (LoRA) and Parameter-Efficient Fine-Tuning (PEFT)• Attention mechanisms and transformer architectures• Encoder-decoder frameworks and multi-modal fusion• Prompt engineering and in-context learning• Retrieval-augmented generation (RAG) for enhanced contextDriven by an analytical approach to dissecting model behaviors and optimizing performance.