Swaira Riaz

I'm interested in building practical machine learning systems, with a focus on natural language processing, large language models, and generative AI. I enjoy working with open-source models and tools, especially fine-tuning transformers, building retrieval-augmented generation (RAG) pipelines, and evaluating model performance. I'm also curious about responsible AI, model efficiency, and making AI accessible through open collaboration. I'm eager to contribute to the open-source community while continuing to learn and grow as an ML practitioner.